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@inproceedings{DBLP:conf/sdm/00010S0W23, author = {Bo Yan and Cheng Yang and Chuan Shi and Jiawei Liu and Xiaochen Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Abnormal Event Detection via Hypergraph Contrastive Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {712--720}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch80}, doi = {10.1137/1.9781611977653.CH80}, timestamp = {Tue, 17 Oct 2023 16:39:08 +0200}, biburl = {https://dblp.org/rec/conf/sdm/00010S0W23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/000123, author = {Sheng Li}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Towards Trustworthy Representation Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {957--960}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch109}, doi = {10.1137/1.9781611977653.CH109}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/000123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001KC23, author = {Yan Zhou and Murat Kantarcioglu and Chris Clifton}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {On Improving Fairness of {AI} Models with Synthetic Minority Oversampling Techniques}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {874--882}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch98}, doi = {10.1137/1.9781611977653.CH98}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001KC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001LZCZCQWL23, author = {Shilei Cao and Yujie Lin and Xianli Zhang and Yufu Chen and Zhen Zhu and Yuxin Chen and Buyue Qian and Feng Wang and Zang Li}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain Recommendation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {73--81}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch9}, doi = {10.1137/1.9781611977653.CH9}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001LZCZCQWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001MLF23, author = {Yanhao Wang and Michael Mathioudakis and Jia Li and Francesco Fabbri}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {91--99}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch11}, doi = {10.1137/1.9781611977653.CH11}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001MLF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001TG23, author = {Guangyi Zhang and Nikolaj Tatti and Aristides Gionis}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Ranking with submodular functions on the fly}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {604--612}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch68}, doi = {10.1137/1.9781611977653.CH68}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001TG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001W0Q00ZF23, author = {Meng Xiao and Dongjie Wang and Min Wu and Ziyue Qiao and Pengfei Wang and Kunpeng Liu and Yuanchun Zhou and Yanjie Fu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {775--783}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch87}, doi = {10.1137/1.9781611977653.CH87}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001W0Q00ZF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001ZA0SJX23, author = {Zhe Jiang and Yupu Zhang and Saugat Adhikari and Da Yan and Arpan Man Sainju and Xiaowei Jia and Yiqun Xie}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping from Earth Imagery}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {316--324}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch36}, doi = {10.1137/1.9781611977653.CH36}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001ZA0SJX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0002L23, author = {Mengyuan Zhang and Kai Liu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Multi-Task Learning with Prior Information}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {586--594}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch66}, doi = {10.1137/1.9781611977653.CH66}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0002L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0002LZZ023, author = {Yingxue Zhang and Yanhua Li and Xun Zhou and Ziming Zhang and Jun Luo}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{STM-GAIL:} Spatial-Temporal Meta-GAIL for Learning Diverse Human Driving Strategies}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {208--216}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch24}, doi = {10.1137/1.9781611977653.CH24}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0002LZZ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0006AK23, author = {Tian Xia and Sarp Aykent and Wei{-}Shinn Ku}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Extrinsic-Intrinsic Representation Learning Framework for Drug Discovery}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {523--531}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch59}, doi = {10.1137/1.9781611977653.CH59}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0006AK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0008W0WZSF23, author = {Pengfei Wang and Daniel Wang and Kunpeng Liu and Dongjie Wang and Yuanchun Zhou and Leilei Sun and Yanjie Fu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {343--351}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch39}, doi = {10.1137/1.9781611977653.CH39}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0008W0WZSF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0012ZJ023, author = {Zheng Chen and Lingwei Zhu and Haohui Jia and Takashi Matsubara}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Two-View {EEG} Representation for Brain Cognition by Composite Temporal-Spatial Contrastive Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {334--342}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch38}, doi = {10.1137/1.9781611977653.CH38}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0012ZJ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/004800KJN23, author = {Peng Liu and Yi Liu and Rui Zhu and Linglong Kong and Bei Jiang and Di Niu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Optimal Smooth Approximation for Quantile Matrix Factorization}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {595--603}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch67}, doi = {10.1137/1.9781611977653.CH67}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/004800KJN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0049YEFXNS23, author = {Yan Li and Mingzhou Yang and Matthew Eagon and Majid Farhadloo and Yiqun Xie and William F. Northrop and Shashi Shekhar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Eco-PiNN: {A} Physics-informed Neural Network for Eco-toll Estimation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {838--846}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch94}, doi = {10.1137/1.9781611977653.CH94}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0049YEFXNS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0074DG023, author = {Li Zhang and Jiahao Ding and Yifeng Gao and Jessica Lin}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{PMP:} Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {891--899}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch100}, doi = {10.1137/1.9781611977653.CH100}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0074DG023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AhmedBFZ23, author = {Khandakar Tanvir Ahmed and Sudipto Baul and Yanjie Fu and Wei Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Attention-Based Multi-modal Missing Value Imputation for Time Series Data with High Missing Rate}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {469--477}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch53}, doi = {10.1137/1.9781611977653.CH53}, timestamp = {Tue, 14 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AhmedBFZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ArachchiT23, author = {Chamalee Wickrama Arachchi and Nikolaj Tatti}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Node ranking in labeled networks}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {415--423}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch47}, doi = {10.1137/1.9781611977653.CH47}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ArachchiT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BaiLG023, author = {Guangji Bai and Chen Ling and Yuyang Gao and Liang Zhao}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Saliency-Augmented Memory Completion for Continual Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {244--252}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch28}, doi = {10.1137/1.9781611977653.CH28}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BaiLG023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BaiTW0AV23, author = {Guangji Bai and Johnny Torres and Junxiang Wang and Liang Zhao and Cristina L. Abad and Carmen Vaca}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Sign-Regularized Multi-Task Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {793--801}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch89}, doi = {10.1137/1.9781611977653.CH89}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BaiTW0AV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BauerLBP23, author = {Lena G. M. Bauer and Collin Leiber and Christian B{\"{o}}hm and Claudia Plant}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {109--117}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch13}, doi = {10.1137/1.9781611977653.CH13}, timestamp = {Tue, 30 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BauerLBP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CarvalhoVF023, author = {Ricardo Silva Carvalho and Theodore Vasiloudis and Oluwaseyi Feyisetan and Ke Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{TEM:} High Utility Metric Differential Privacy on Text}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {883--890}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch99}, doi = {10.1137/1.9781611977653.CH99}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CarvalhoVF023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Chen0DJ023, author = {Xiusi Chen and Yu Zhang and Jinliang Deng and Jyun{-}Yu Jiang and Wei Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {909--917}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch102}, doi = {10.1137/1.9781611977653.CH102}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Chen0DJ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenDCSLWHMF23, author = {Junyang Chen and Yidan Dai and Xianhui Chen and Yingshan Shen and Yan Luximon and Hailiang Wang and Yuxin He and Wenjun Ma and Xiaomao Fan}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {StAGN: Spatial-Temporal Adaptive Graph Network via Contrastive Learning for Sleep Stage Classification}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {199--207}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch23}, doi = {10.1137/1.9781611977653.CH23}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenDCSLWHMF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenLGP23, author = {Huiping Chen and Grigorios Loukides and Robert Gwadera and Solon P. Pissis}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Heavy Nodes in a Small Neighborhood: Algorithms and Applications}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {307--315}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch35}, doi = {10.1137/1.9781611977653.CH35}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenLGP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenXLLJ23, author = {Shengyu Chen and Yiqun Xie and Xiang Li and Xu Liang and Xiaowei Jia}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Physics-Guided Meta-Learning Method in Baseflow Prediction over Large Regions}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {217--225}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch25}, doi = {10.1137/1.9781611977653.CH25}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenXLLJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChuCC0R23, author = {Zhixuan Chu and Mechelle Claridy and Jos{\'{e}} Cordero and Sheng Li and Stephen L. Rathbun}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Estimating Propensity Scores with Deep Adaptive Variable Selection}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {730--738}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch82}, doi = {10.1137/1.9781611977653.CH82}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChuCC0R23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CongWTGXCM23, author = {Weilin Cong and Yanhong Wu and Yuandong Tian and Mengting Gu and Yinglong Xia and Chun{-}cheng Jason Chen and Mehrdad Mahdavi}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {DyFormer : {A} Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {442--450}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch50}, doi = {10.1137/1.9781611977653.CH50}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CongWTGXCM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Dai0JH023, author = {Haoyue Dai and Rui Ding and Yuanyuan Jiang and Shi Han and Dongmei Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{ML4C:} Seeing Causality Through Latent Vicinity}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {226--234}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch26}, doi = {10.1137/1.9781611977653.CH26}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Dai0JH023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DongZYZWL23, author = {Yushun Dong and Binchi Zhang and Yiling Yuan and Na Zou and Qi Wang and Jundong Li}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{RELIANT:} Fair Knowledge Distillation for Graph Neural Networks}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {154--162}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch18}, doi = {10.1137/1.9781611977653.CH18}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DongZYZWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DonyaviSB23, author = {Zahra Donyavi and Adriane Serapio and Gustavo Batista}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{MC-SQ:} {A} Highly Accurate Ensemble for Multi-class Quantification}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {622--630}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch70}, doi = {10.1137/1.9781611977653.CH70}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DonyaviSB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FariaAM23, author = {Jackson de Faria and Renato Assun{\c{c}}{\~{a}}o and Fabricio Murai}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Fisher Scoring Method for Neural Networks Optimization}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {748--756}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch84}, doi = {10.1137/1.9781611977653.CH84}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FariaAM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FengJC0CGW23, author = {Shuai Feng and Wenyu Jiang and Mingcai Chen and Yuntao Du and Hao Cheng and Yuxin Ge and Chongjun Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{CESED:} Exploiting Hyperspherical Predefined Evenly-Distributed Class Centroids for {OOD} Detection}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {262--270}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch30}, doi = {10.1137/1.9781611977653.CH30}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FengJC0CGW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FengT23, author = {Shengyu Feng and Hanghang Tong}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Concept Discovery for Fast Adaptation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {577--585}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch65}, doi = {10.1137/1.9781611977653.CH65}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FengT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GertheissS23, author = {Jan Gertheiss and Russell T. Shinohara}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Penalized Non-Linear Canonical Correlation Analysis for Ordinal Data with Application to the International Classification of Functioning, Disability and Health}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {532--540}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch60}, doi = {10.1137/1.9781611977653.CH60}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GertheissS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GhiassiBC23, author = {Amirmasoud Ghiassi and Robert Birke and Lydia Y. Chen}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Robust Learning via Golden Symmetric Loss of (un)Trusted Labels}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {568--576}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch64}, doi = {10.1137/1.9781611977653.CH64}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GhiassiBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GottckeBBZ23, author = {Jonatan M{\o}ller Nuutinen G{\o}ttcke and Colin Bellinger and Paula Branco and Arthur Zimek}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {An Interpretable Measure of Dataset Complexity for Imbalanced Classification Problems}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {253--261}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch29}, doi = {10.1137/1.9781611977653.CH29}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/GottckeBBZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanMCRSZ0JN23, author = {Fred X. Han and Keith G. Mills and Fabian Chudak and Parsa Riahi and Mohammad Salameh and Jialin Zhang and Wei Lu and Shangling Jui and Di Niu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A General-Purpose Transferable Predictor for Neural Architecture Search}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {721--729}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch81}, doi = {10.1137/1.9781611977653.CH81}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanMCRSZ0JN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Holznigenkemper23, author = {Jana Holznigenkemper and Christian Komusiewicz and Bernhard Seeger}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Exact and Heuristic Approaches to Speeding Up the {MSM} Time Series Distance Computation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {451--459}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch51}, doi = {10.1137/1.9781611977653.CH51}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Holznigenkemper23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JackECRL23, author = {Dominic Jack and Sarah M. Erfani and Jeffrey Chan and Sutharshan Rajasegarar and Christopher Leckie}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {It's PageRank All The Way Down: Simplifying Deep Graph Networks}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {172--180}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch20}, doi = {10.1137/1.9781611977653.CH20}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JackECRL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaCZX0K23, author = {Xiaowei Jia and Shengyu Chen and Can Zheng and Yiqun Xie and Zhe Jiang and Nasrin Kalanat}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Physics-guided Graph Diffusion Network for Combining Heterogeneous Simulated Data: An Application in Predicting Stream Water Temperature}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {361--369}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch41}, doi = {10.1137/1.9781611977653.CH41}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JiaCZX0K23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KummerSRG23, author = {Lorenz Kummer and Kevin Sidak and Tabea Reichmann and Wilfried N. Gansterer}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Adaptive Precision Training (AdaPT): {A} dynamic quantized training approach for DNNs}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {559--567}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch63}, doi = {10.1137/1.9781611977653.CH63}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KummerSRG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LaiWCZ00H23, author = {Kwei{-}Herng Lai and Lan Wang and Huiyuan Chen and Kaixiong Zhou and Fei Wang and Hao Yang and Xia Hu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Context-aware Domain Adaptation for Time Series Anomaly Detection}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {676--684}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch76}, doi = {10.1137/1.9781611977653.CH76}, timestamp = {Tue, 30 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LaiWCZ00H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiEZ23, author = {Dongyue Li and Tina Eliassi{-}Rad and Hongyang R. Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Optimal Intervention on Weighted Networks via Edge Centrality}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {424--432}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch48}, doi = {10.1137/1.9781611977653.CH48}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiEZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiMCW23, author = {Tingxin Li and Rui Meng and Feng Chen and Jianming Wu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Coarse-to-Fine Open Information Extraction via Relation Oriented Reading Comprehension}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {918--926}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch103}, doi = {10.1137/1.9781611977653.CH103}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiMCW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiWLB23, author = {Peiyan Li and Honglian Wang and Kai Li and Christian B{\"{o}}hm}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Influence without Authority: Maximizing Information Coverage in Hypergraphs}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {10--18}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch2}, doi = {10.1137/1.9781611977653.CH2}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiWLB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZSX23, author = {Zhuoqun Li and Zihan Zhou and Mingxuan Sun and Hongteng Xu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Debiased Imitation Learning for Modulated Temporal Point Processes}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {460--468}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch52}, doi = {10.1137/1.9781611977653.CH52}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZSX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LinZDOZ23, author = {Zerun Lin and Yuhan Zhang and Lixin Duan and Le Ou{-}Yang and Peilin Zhao}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {MoVAE: {A} Variational AutoEncoder for Molecular Graph Generation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {514--522}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch58}, doi = {10.1137/1.9781611977653.CH58}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LinZDOZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuE23, author = {David Liu and Tina Eliassi{-}Rad}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{STABLE:} Identifying and Mitigating Instability in Embeddings of the Degenerate Core}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {406--414}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch46}, doi = {10.1137/1.9781611977653.CH46}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuE23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuLWZZLCF23, author = {Xiaoyang Liu and Chong Liu and Pinzheng Wang and Rongqin Zheng and Lixin Zhang and Leyu Lin and Zhijun Chen and Liangliang Fu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {UFNRec: Utilizing False Negative Samples for Sequential Recommendation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {46--54}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch6}, doi = {10.1137/1.9781611977653.CH6}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuLWZZLCF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LuZYWYN23, author = {Shan Lu and Mingjun Zhao and Songling Yuan and Xiaoli Wang and Lei Yang and Di Niu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{BDA:} Bandit-based Transferable AutoAugment}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {550--558}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch62}, doi = {10.1137/1.9781611977653.CH62}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LuZYWYN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaMB23, author = {Boya Ma and Maxwell McNeil and Petko Bogdanov}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{GIST:} Graph Inference for Structured Time Series}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {433--441}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch49}, doi = {10.1137/1.9781611977653.CH49}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MaMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaadiKA23, author = {Mansoureh Maadi and Hadi Akbarzadeh Khorshidi and Uwe Aickelin}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Uncertainty in Selective Bagging: {A} Dynamic Bi-objective Optimization Model}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {235--243}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch27}, doi = {10.1137/1.9781611977653.CH27}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MaadiKA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/McNeilMTB23, author = {Maxwell McNeil and Carolina Mattsson and Frank W. Takes and Petko Bogdanov}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{CADENCE:} Community-Aware Detection of Dynamic Network States}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {1--9}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch1}, doi = {10.1137/1.9781611977653.CH1}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/McNeilMTB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MengLZ0K23, author = {Ziqiao Meng and Yaoman Li and Peilin Zhao and Yang Yu and Irwin King}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular Property Prediction}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {811--819}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch91}, doi = {10.1137/1.9781611977653.CH91}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MengLZ0K23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MrabahBK23, author = {Nairouz Mrabah and Mohamed Bouguessa and Riadh Ksantini}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Beyond The Evidence Lower Bound: Dual Variational Graph Auto-Encoders For Node Clustering}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {100--108}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch12}, doi = {10.1137/1.9781611977653.CH12}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MrabahBK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NiuHLMCWO023, author = {Hao Niu and Guillaume Habault and Roberto Legaspi and Chuizheng Meng and Defu Cao and Shinya Wada and Chihiro Ono and Yan Liu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Time-delayed Multivariate Time Series Predictions}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {325--333}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch37}, doi = {10.1137/1.9781611977653.CH37}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NiuHLMCWO023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OettershagenKJM23, author = {Lutz Oettershagen and Nils M. Kriege and Claude Jordan and Petra Mutzel}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Temporal Graphlet Kernel For Classifying Dissemination in Evolving Networks}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {19--27}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch3}, doi = {10.1137/1.9781611977653.CH3}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OettershagenKJM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OettershagenM23, author = {Lutz Oettershagen and Petra Mutzel}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {An Index For Temporal Closeness Computation in Evolving Graphs}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {280--288}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch32}, doi = {10.1137/1.9781611977653.CH32}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OettershagenM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PasrichaSSF0P23, author = {Ravdeep S. Pasricha and Uday Singh Saini and Nicholas D. Sidiropoulos and Fei Fang and Kevin Chan and Evangelos E. Papalexakis}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {82--90}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch10}, doi = {10.1137/1.9781611977653.CH10}, timestamp = {Wed, 07 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/PasrichaSSF0P23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PiasMVD23, author = {Dries Van der Pias and Wannes Meert and Johan Verbraecken and Jesse Davis}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A novel reject option applied to sleep stage scoring}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {820--828}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch92}, doi = {10.1137/1.9781611977653.CH92}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PiasMVD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PunziCG023, author = {Giulia Punzi and Alessio Conte and Roberto Grossi and Andrea Marino}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {An Efficient Algorithm for Assessing the Number of \emph{st}-Paths in Large Graphs}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {289--297}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch33}, doi = {10.1137/1.9781611977653.CH33}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PunziCG023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/QinWZ23, author = {Tian Qin and Tian{-}Zuo Wang and Zhi{-}Hua Zhou}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Learning Causal Structure on Mixed Data with Tree-Structured Functional Models}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {613--621}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch69}, doi = {10.1137/1.9781611977653.CH69}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/QinWZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RahmanP23, author = {Md Mahmudur Rahman and Sanjay Purushotham}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Multi-state Survival Analysis using Pseudo value-based Deep Neural Networks}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {757--765}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch85}, doi = {10.1137/1.9781611977653.CH85}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RahmanP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RamGSB23, author = {Parikshit Ram and Alexander G. Gray and Horst C. Samulowitz and Gregory Bramble}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {802--810}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch90}, doi = {10.1137/1.9781611977653.CH90}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RamGSB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RandelAH23, author = {Rodrigo Randel and Daniel Aloise and Alain Hertz}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Lagrangian-based approach to learn distance metrics for clustering with minimal data transformation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {127--135}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch15}, doi = {10.1137/1.9781611977653.CH15}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RandelAH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RavirathinamGWX23, author = {Praveen Ravirathinam and Rahul Ghosh and Ke Wang and Keyang Xuan and Ankush Khandelwal and Hilary Dugan and Paul C. Hanson and Vipin Kumar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {487--495}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch55}, doi = {10.1137/1.9781611977653.CH55}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RavirathinamGWX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RezayiZZ023, author = {Saed Rezayi and Handong Zhao and Ronghang Zhu and Sheng Li}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{XDC:} Adaptive Cross Domain Short Text Clustering}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {927--935}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch104}, doi = {10.1137/1.9781611977653.CH104}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RezayiZZ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Riondato23, author = {Matteo Riondato}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Statistically-sound Knowledge Discovery from Data}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {949--952}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch107}, doi = {10.1137/1.9781611977653.CH107}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Riondato23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RubashevskiiKP23, author = {Aleksandr Rubashevskii and Daria Kotova and Maxim Panov}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Scalable Batch Acquisition for Deep Bayesian Active Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {739--747}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch83}, doi = {10.1137/1.9781611977653.CH83}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RubashevskiiKP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RymarczykDD23, author = {Dawid Rymarczyk and Daniel Dobrowolski and Tomasz Danel}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {ProGReST: Prototypical Graph Regression Soft Trees for Molecular Property Prediction}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {379--387}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch43}, doi = {10.1137/1.9781611977653.CH43}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/RymarczykDD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Saxena0S23, author = {Nripsuta Ani Saxena and Wenbin Zhang and Cyrus Shahabi}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Missed Opportunities in Fair {AI}}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {961--964}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch110}, doi = {10.1137/1.9781611977653.CH110}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Saxena0S23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShangLWPZR023, author = {Yuhu Shang and Xuexiong Luo and Lihong Wang and Hao Peng and Xiankun Zhang and Yimeng Ren and Kun Liang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Reinforcement Learning Guided Multi-Objective Exam Paper Generation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {829--837}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch93}, doi = {10.1137/1.9781611977653.CH93}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ShangLWPZR023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SharmaGRLCND023, author = {Somya Sharma and Rahul Ghosh and Arvind Renganathan and Xiang Li and Snigdhansu Chatterjee and John Nieber and Christopher J. Duffy and Vipin Kumar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Probabilistic Inverse Modeling: An Application in Hydrology}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {847--855}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch95}, doi = {10.1137/1.9781611977653.CH95}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SharmaGRLCND023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShayestehfardBI23, author = {Kimia Shayestehfard and Dana H. Brooks and Stratis Ioannidis}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {AlignGraph: {A} Group of Generative Models for Graphs}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {271--279}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch31}, doi = {10.1137/1.9781611977653.CH31}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShayestehfardBI23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SyuLY23, author = {Jia{-}Hao Syu and Jerry Chun{-}Wei Lin and Philip S. Yu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid Management with Q-Learning-Based Decision Making}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {397--405}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch45}, doi = {10.1137/1.9781611977653.CH45}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SyuLY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TafazoliK23, author = {Sadaf Tafazoli and Eamonn J. Keogh}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Matrix Profile {XXVIII:} Discovering Multi-Dimensional Time Series Anomalies with \emph{K} of \emph{N} Anomaly Detection\({}^{\mbox{{\textdagger}}}\)}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {685--693}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch77}, doi = {10.1137/1.9781611977653.CH77}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TafazoliK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TobinHZ23, author = {Joshua Tobin and Chin Pang Ho and Mimi Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Reinforced {EM} Algorithm for Clustering with Gaussian Mixture Models}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {118--126}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch14}, doi = {10.1137/1.9781611977653.CH14}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TobinHZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TongXZ23, author = {Junlong Tong and Liping Xie and Kanjian Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Probabilistic Decomposition Transformer for Time Series Forecasting}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {478--486}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch54}, doi = {10.1137/1.9781611977653.CH54}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TongXZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/VombatkereT23, author = {Karan Vombatkere and Evimaria Terzi}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Balancing Task Coverage and Expert Workload in Team Formation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {640--648}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch72}, doi = {10.1137/1.9781611977653.CH72}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/VombatkereT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangLMGGLW023, author = {Rui Wang and Chongwei Liu and Xudong Mou and Kai Gao and Xiaohui Guo and Pin Liu and Tianyu Wo and Xudong Liu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Deep Contrastive One-Class Time Series Anomaly Detection}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {694--702}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch78}, doi = {10.1137/1.9781611977653.CH78}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangLMGGLW023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangLYH0S23, author = {Zehong Wang and Qi Li and Donghua Yu and Xiaolong Han and Xiao{-}Zhi Gao and Shigen Shen}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Heterogeneous Graph Contrastive Multi-view Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {136--144}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch16}, doi = {10.1137/1.9781611977653.CH16}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangLYH0S23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangSWWLZDSZLHS23, author = {Lu Wang and Yuhai Song and Zhe Wang and Haoxiang Wang and Yu Li and Weiwei Zhou and Haoming Dang and Mona Shao and Xiwei Zhao and Zhangang Lin and Jinghe Hu and Jingping Shao}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Pluggable Deep Thompson Sampling with Applications to Recommendation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {64--72}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch8}, doi = {10.1137/1.9781611977653.CH8}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangSWWLZDSZLHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangWJDFZ23, author = {Ningjing Wang and Deqing Wang and Ting Jiang and Chenguang Du and Chuyu Fang and Fuzhen Zhuang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Hierarchical Neural Topic Model with Embedding Cluster and Neural Variational Inference}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {936--944}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch105}, doi = {10.1137/1.9781611977653.CH105}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangWJDFZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangYDYZLW23, author = {Senzhang Wang and Hao Yan and Jinlong Du and Jun Yin and Junxing Zhu and Chaozhuo Li and Jianxin Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Adversarial Hard Negative Generation for Complementary Graph Contrastive Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {163--171}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch19}, doi = {10.1137/1.9781611977653.CH19}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangYDYZLW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangZLWXM23, author = {Jiaqi Wang and Shenglai Zeng and Zewei Long and Yaqing Wang and Houping Xiao and Fenglong Ma}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {496--504}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch56}, doi = {10.1137/1.9781611977653.CH56}, timestamp = {Fri, 15 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangZLWXM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WiegandKV23, author = {Boris Wiegand and Dietrich Klakow and Jilles Vreeken}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {352--360}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch40}, doi = {10.1137/1.9781611977653.CH40}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WiegandKV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiaoEHM023, author = {Jinfeng Xiao and Mohab Elkaref and Nathan Herr and Geeth De Mel and Jiawei Han}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Taxonomy-Guided Fine-Grained Entity Set Expansion}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {631--639}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch71}, doi = {10.1137/1.9781611977653.CH71}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XiaoEHM023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XieZL023, author = {Jingyou Xie and Zishuo Zhao and Zhenzhou Lin and Ying Shen}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Multimodal Graph Learning for Cross-Modal Retrieval}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {145--153}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch17}, doi = {10.1137/1.9781611977653.CH17}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XieZL023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuKLJLWGCSDN023, author = {Shaoming Xu and Ankush Khandelwal and Xiang Li and Xiaowei Jia and Licheng Liu and Jared Willard and Rahul Ghosh and Kelly Cutler and Michael S. Steinbach and Christopher J. Duffy and John Nieber and Vipin Kumar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Mini-Batch Learning Strategies for modeling long term temporal dependencies: {A} study in environmental applications}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {649--657}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch73}, doi = {10.1137/1.9781611977653.CH73}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuKLJLWGCSDN023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Xue23, author = {Zhiyu Xue}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Group AdaBoost with Fairness Constraint}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {865--873}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch97}, doi = {10.1137/1.9781611977653.CH97}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Xue23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangJEJNS23, author = {Mingzhou Yang and Bharat Jayaprakash and Matthew Eagon and Hyeonjung (Tari) Jung and William F. Northrop and Shashi Shekhar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {953--956}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch108}, doi = {10.1137/1.9781611977653.CH108}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangJEJNS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangSCZD23, author = {Huafeng Yang and Qijie Shen and Xingjian Chen and Fangyi Zhang and Rong Du}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Linkage-based Doubly Imbalanced Graph Learning Framework for Face Clustering}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {658--666}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch74}, doi = {10.1137/1.9781611977653.CH74}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YangSCZD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangY0Y023, author = {Dezhi Yang and Guoxian Yu and Jun Wang and Zhongmin Yan and Maozu Guo}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Causal Discovery by Graph Attention Reinforcement Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {28--36}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch4}, doi = {10.1137/1.9781611977653.CH4}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangY0Y023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangZ23, author = {Sikun Yang and Hongyuan Zha}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {181--189}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch21}, doi = {10.1137/1.9781611977653.CH21}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Ye0NDCDZ23, author = {Xu Ye and Meng Xiao and Zhiyuan Ning and Weiwei Dai and Wenjuan Cui and Yi Du and Yuanchun Zhou}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {{NEEDED:} Introducing Hierarchical Transformer to Eye Diseases Diagnosis}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {667--675}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch75}, doi = {10.1137/1.9781611977653.CH75}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Ye0NDCDZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuL23, author = {Jianxiang Yu and Xiang Li}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Weighted Negative Samples}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {37--45}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch5}, doi = {10.1137/1.9781611977653.CH5}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaBL0H23, author = {Daochen Zha and Zaid Pervaiz Bhat and Kwei{-}Herng Lai and Fan Yang and Xia Hu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Data-centric {AI:} Perspectives and Challenges}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {945--948}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch106}, doi = {10.1137/1.9781611977653.CH106}, timestamp = {Tue, 30 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaBL0H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Zhang0GL23, author = {Litian Zhang and Xiaoming Zhang and Ziming Guo and Zhipeng Liu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {370--378}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch42}, doi = {10.1137/1.9781611977653.CH42}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Zhang0GL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangC23, author = {Zonghan Zhang and Zhiqian Chen}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Understanding Influence Maximization via Higher-Order Decomposition}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {766--774}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch86}, doi = {10.1137/1.9781611977653.CH86}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangLZZ23, author = {Xin Zhang and Yanhua Li and Ziming Zhang and Zhi{-}Li Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Domain Disentangled Meta-Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {541--549}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch61}, doi = {10.1137/1.9781611977653.CH61}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangLZZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangSCMRM23, author = {Dell Zhang and Frank Schilder and Jack G. Conrad and Masoud Makrehchi and David von Rickenbach and Isabelle Moulinier}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Making a Computational Attorney}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {965--968}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch111}, doi = {10.1137/1.9781611977653.CH111}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangSCMRM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangXZT23, author = {Si Zhang and Yinglong Xia and Yan Zhu and Hanghang Tong}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Representation Learning on Dynamic Network of Networks}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {298--306}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch34}, doi = {10.1137/1.9781611977653.CH34}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangXZT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoZZX0T23, author = {Xuechen Zhao and Jiaying Zou and Zhong Zhang and Feng Xie and Bin Zhou and Lei Tian}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Feature Enhanced Zero-Shot Stance Detection via Contrastive Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {900--908}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch101}, doi = {10.1137/1.9781611977653.CH101}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoZZX0T23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Zheng0WWG0M23, author = {Xiangping Zheng and Xun Liang and Bo Wu and Jun Wang and Yuhui Guo and Xuan Zhang and Yuefeng Ma}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Multi-scale Interaction Motion Network for Action Recognition Based on Capsule Network}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {505--513}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch57}, doi = {10.1137/1.9781611977653.CH57}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Zheng0WWG0M23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhengSHZ23, author = {Guangtao Zheng and Qiuling Suo and Mengdi Huai and Aidong Zhang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Learning to Learn Task Transformations for Improved Few-Shot Classification}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {784--792}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch88}, doi = {10.1137/1.9781611977653.CH88}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhengSHZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhengZH23, author = {Lecheng Zheng and Yada Zhu and Jingrui He}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Fairness-aware Multi-view Clustering}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {856--864}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch96}, doi = {10.1137/1.9781611977653.CH96}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhengZH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouCLL000H23, author = {Kaixiong Zhou and Soo{-}Hyun Choi and Zirui Liu and Ninghao Liu and Fan Yang and Rui Chen and Li Li and Xia Hu}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Adaptive Label Smoothing To Regularize Large-Scale Graph Training}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {55--63}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch7}, doi = {10.1137/1.9781611977653.CH7}, timestamp = {Tue, 30 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouCLL000H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouYSWZZ023, author = {Zhengyang Zhou and Kuo Yang and Wei Sun and Binwu Wang and Min Zhou and Yunan Zong and Yang Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Towards Learning in Grey Spatiotemporal Systems: {A} Prophet to Non-consecutive Spatiotemporal Dynamics}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {190--198}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch22}, doi = {10.1137/1.9781611977653.CH22}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouYSWZZ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouZQJWC23, author = {Ziheng Zhou and Ying Zhao and Yiyu Qing and Wenming Jiang and Yihan Wu and Wenguang Chen}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {A Physics-guided NN-based Approach for Tropical Cyclone Intensity Estimation}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {388--396}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch44}, doi = {10.1137/1.9781611977653.CH44}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouZQJWC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhuangTPS23, author = {Zhong Zhuang and Kai Ming Ting and Guansong Pang and Shuaibin Song}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Subgraph Centralization: {A} Necessary Step for Graph Anomaly Detection}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {703--711}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch79}, doi = {10.1137/1.9781611977653.CH79}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhuangTPS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2023, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653}, doi = {10.1137/1.9781611977653}, isbn = {978-1-61197-765-3}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/00010H22, author = {Qi Qian and Hao Li and Juhua Hu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Improved Knowledge Distillation via Full Kernel Matrix Transfer}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {612--620}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.69}, doi = {10.1137/1.9781611977172.69}, timestamp = {Sat, 30 Sep 2023 09:55:58 +0200}, biburl = {https://dblp.org/rec/conf/sdm/00010H22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001LL0LS0T22, author = {Yiqi Wang and Chaozhuo Li and Mingzheng Li and Wei Jin and Yuming Liu and Hao Sun and Xing Xie and Jiliang Tang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Localized Graph Collaborative Filtering}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {540--548}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.61}, doi = {10.1137/1.9781611977172.61}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001LL0LS0T22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001LPT22, author = {Zhao Kang and Zhanyu Liu and Shirui Pan and Ling Tian}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Fine-grained Attributed Graph Clustering}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {370--378}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.42}, doi = {10.1137/1.9781611977172.42}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001LPT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001XCY0W22, author = {Yanqiao Zhu and Yichen Xu and Hejie Cui and Carl Yang and Qiang Liu and Shu Wu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Structure-Enhanced Heterogeneous Graph Contrastive Learning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {82--90}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.10}, doi = {10.1137/1.9781611977172.10}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/0001XCY0W22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0002QYZ22, author = {Yiming Zhang and Yiyue Qian and Yanfang Ye and Chuxu Zhang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Adapting Distilled Knowledge for Few-shot Relation Reasoning over Knowledge Graphs}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {666--674}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.75}, doi = {10.1137/1.9781611977172.75}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0002QYZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0006TL0T22, author = {Wentao Wang and Joseph Thekinen and Xiaorui Liu and Zitao Liu and Jiliang Tang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Learning from Imbalanced Crowdsourced Labeled Data}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {594--602}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.67}, doi = {10.1137/1.9781611977172.67}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0006TL0T22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0007T22, author = {Shweta Jain and Hanghang Tong}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{YACC:} {A} Framework Generalizing Tur{\'{a}}nShadow for Counting Large Cliques}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {684--692}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.77}, doi = {10.1137/1.9781611977172.77}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0007T22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/00080ZF22, author = {Pengfei Wang and Kunpeng Liu and Yuanchun Zhou and Yanjie Fu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based {LSTM}}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {711--719}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.80}, doi = {10.1137/1.9781611977172.80}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/00080ZF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/00120LTC22, author = {Shuang Zhou and Xiao Huang and Ninghao Liu and Qiaoyu Tan and Fu{-}Lai Chung}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {262--270}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.30}, doi = {10.1137/1.9781611977172.30}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/00120LTC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0022W022, author = {Chang Liu and Lichen Wang and Yun Fu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Meta Adversarial Weight for Unsupervised Domain Adaptation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {10--18}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.2}, doi = {10.1137/1.9781611977172.2}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0022W022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0074PL022, author = {Li Zhang and Nital Patel and Xiuqi Li and Jessica Lin}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {208--216}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.24}, doi = {10.1137/1.9781611977172.24}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0074PL022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AmburgVB22, author = {Ilya Amburg and Nate Veldt and Austin R. Benson}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Diverse and Experienced Group Discovery via Hypergraph Clustering}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {145--153}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.17}, doi = {10.1137/1.9781611977172.17}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AmburgVB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AnVZSL22, author = {Bang An and Amin Vahedian and Xun Zhou and W. Nick Street and Yanhua Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {334--342}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.38}, doi = {10.1137/1.9781611977172.38}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AnVZSL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BaiTW0Y022, author = {Yue Bai and Zhiqiang Tao and Lichen Wang and Sheng Li and Yu Yin and Yun Fu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Collaborative Attention Mechanism for Multi-Modal Time Series Classification}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {495--503}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.56}, doi = {10.1137/1.9781611977172.56}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BaiTW0Y022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaiSSZH022, author = {Derun Cai and Chenxi Sun and Moxian Song and Baofeng Zhang and Shenda Hong and Hongyan Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Hypergraph Contrastive Learning for Electronic Health Records}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {127--135}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.15}, doi = {10.1137/1.9781611977172.15}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CaiSSZH022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenBG0T22, author = {Tianyi Chen and Francesco Bonchi and David Garc{\'{\i}}a{-}Soriano and Atsushi Miyauchi and Charalampos E. Tsourakakis}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Dense and well-connected subgraph detection in dual networks}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {361--369}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.41}, doi = {10.1137/1.9781611977172.41}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ChenBG0T22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenLW22, author = {Lingwei Chen and Xiaoting Li and Dinghao Wu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Adversarially Reprogramming Pretrained Neural Networks for Data-limited and Cost-efficient Malware Detection}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {693--701}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.78}, doi = {10.1137/1.9781611977172.78}, timestamp = {Tue, 15 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenLW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChooS22, author = {Hyunjin Choo and Kijung Shin}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {On the Persistence of Higher-Order Interactions in Real-World Hypergraphs}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {163--171}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.19}, doi = {10.1137/1.9781611977172.19}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChooS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChouHSCS022, author = {Yen{-}hsiu Chou and Shenda Hong and Chenxi Sun and Derun Cai and Moxian Song and Hongyan Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{GRP-FED:} Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {451--458}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.51}, doi = {10.1137/1.9781611977172.51}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ChouHSCS022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChuR022, author = {Zhixuan Chu and Stephen L. Rathbun and Sheng Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {433--441}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.49}, doi = {10.1137/1.9781611977172.49}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChuR022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DengHDLM22, author = {Grace Deng and Cuize Han and Tommaso Dreossi and Clarence Lee and David S. Matteson}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{IB-GAN:} {A} Unified Approach for Multivariate Time Series Classification under Class Imbalance}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {217--225}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.25}, doi = {10.1137/1.9781611977172.25}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DengHDLM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DingZZLT022, author = {Yongliang Ding and Tao Zhou and Chuang Zhang and Yijing Luo and Juan Tang and Chen Gong}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {253--261}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.29}, doi = {10.1137/1.9781611977172.29}, timestamp = {Thu, 15 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DingZZLT022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Du0S022, author = {Yuanqi Du and Xiaojie Guo and Amarda Shehu and Liang Zhao}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Interpretable Molecular Graph Generation via Monotonic Constraints}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {73--81}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.9}, doi = {10.1137/1.9781611977172.9}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Du0S022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EnnajariBB22, author = {Hafsa Ennajari and Nizar Bouguila and Jamal Bentahar}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Knowledge-enhanced Spherical Representation Learning for Text Classification}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {639--647}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.72}, doi = {10.1137/1.9781611977172.72}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EnnajariBB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FanJZY22, author = {Yujie Fan and Mingxuan Ju and Chuxu Zhang and Yanfang Ye}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Heterogeneous Temporal Graph Neural Network}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {657--665}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.74}, doi = {10.1137/1.9781611977172.74}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FanJZY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FergusonM22, author = {Daniel Ferguson and Fran{\c{c}}ois G. Meyer}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Computation of the Sample Fr{\'{e}}chet Mean for Sets of Large Graphs with Applications to Regression}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {379--387}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.43}, doi = {10.1137/1.9781611977172.43}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FergusonM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GerychHBACMRA22, author = {Walter Gerych and Thomas Hartvigsen and Luke Buquicchio and Abdulaziz Alajaji and Kavin Chandrasekaran and Hamid Mansoor and Elke A. Rundensteiner and Emmanuel Agu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Positive Unlabeled Learning with a Sequential Selection Bias}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {19--27}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.3}, doi = {10.1137/1.9781611977172.3}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GerychHBACMRA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Gu0022, author = {Wen Gu and Teng Zhang and Hai Jin}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Entropy Weight Allocation: Positive-unlabeled Learning via Optimal Transport}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {37--45}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.5}, doi = {10.1137/1.9781611977172.5}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Gu0022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuptaLCA22, author = {Vishu Gupta and Wei{-}keng Liao and Alok N. Choudhary and Ankit Agrawal}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {343--351}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.39}, doi = {10.1137/1.9781611977172.39}, timestamp = {Mon, 07 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/GuptaLCA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanCGMM022, author = {Xiaolin Han and Reynold Cheng and Tobias Grubenmann and Silviu Maniu and Chenhao Ma and Xiaodong Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {64--72}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.8}, doi = {10.1137/1.9781611977172.8}, timestamp = {Wed, 19 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanCGMM022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeRWC22, author = {Yixuan He and Gesine Reinert and Songchao Wang and Mihai Cucuringu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{SSSNET:} Semi-Supervised Signed Network Clustering}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {244--252}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.28}, doi = {10.1137/1.9781611977172.28}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeRWC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HouHZ00W22, author = {Yupeng Hou and Binbin Hu and Wayne Xin Zhao and Zhiqiang Zhang and Jun Zhou and Ji{-}Rong Wen}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Neural Graph Matching for Pre-training Graph Neural Networks}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {172--180}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.20}, doi = {10.1137/1.9781611977172.20}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HouHZ00W22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/IacobCM22, author = {Alexandra Iacob and Bogdan Cautis and Silviu Maniu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Contextual Bandits for Advertising Campaigns: {A} Diffusion-Model Independent Approach}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {513--521}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.58}, doi = {10.1137/1.9781611977172.58}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/IacobCM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ItoF22, author = {Hiroyoshi Ito and Christos Faloutsos}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {46--54}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.6}, doi = {10.1137/1.9781611977172.6}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ItoF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaCXYAO022, author = {Xiaowei Jia and Shengyu Chen and Yiqun Xie and Haoyu Yang and Alison P. Appling and Samantha Oliver and Zhe Jiang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {91--99}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.11}, doi = {10.1137/1.9781611977172.11}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JiaCXYAO022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiangZWZ22, author = {Wenming Jiang and Ying Zhao and Yihan Wu and Haojia Zuo}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Capturing Model Uncertainty with Data Augmentation in Deep Learning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {271--279}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.31}, doi = {10.1137/1.9781611977172.31}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JiangZWZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KosmanKS22, author = {Eitan Kosman and Ilya Kolchinsky and Assaf Schuster}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Mining Logical Arithmetic Expressions From Proper Representations}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {621--629}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.70}, doi = {10.1137/1.9781611977172.70}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KosmanKS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KulkarniSME022, author = {Adithya Kulkarni and Nasim Sabetpour and Alexey Markin and Oliver Eulenstein and Qi Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{CPTAM:} Constituency Parse Tree Aggregation Method}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {630--638}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.71}, doi = {10.1137/1.9781611977172.71}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KulkarniSME022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeiberMPB22, author = {Collin Leiber and Dominik Mautz and Claudia Plant and Christian B{\"{o}}hm}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Automatic Parameter Selection for Non-Redundant Clustering}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {226--234}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.26}, doi = {10.1137/1.9781611977172.26}, timestamp = {Tue, 30 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LeiberMPB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiW22, author = {Xiangyu Li and Hua Wang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Adaptive Principal Component Analysis}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {486--494}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.55}, doi = {10.1137/1.9781611977172.55}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuJ22, author = {Meng Liu and Shuiwang Ji}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors to Sequences}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {55--63}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.7}, doi = {10.1137/1.9781611977172.7}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuY022, author = {Haoliang Liu and Tan Yu and Ping Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Sensitivity-aware Distance Measurement for Boosting Metric Learning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {576--584}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.65}, doi = {10.1137/1.9781611977172.65}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuY022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LuFR22, author = {Fred Lu and Francis Ferraro and Edward Raff}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Continuously Generalized Ordinal Regression for Linear and Deep Models}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {28--36}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.4}, doi = {10.1137/1.9781611977172.4}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LuFR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LuoLYDW22, author = {Wei{-}Lun Luo and Yu{-}Ming Lu and Jheng{-}Hong Yang and Jin{-}Chuan Duan and Chuan{-}Ju Wang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Multiperiod Corporate Default Prediction Through Neural Parametric Family Learning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {316--324}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.36}, doi = {10.1137/1.9781611977172.36}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LuoLYDW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MandlechaCKK22, author = {Pratik Mandlecha and Snehith Kumar Chatakonda and Neeraj Kollepara and Pawan Kumar}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Hybrid Tokenization and Datasets for Solving Mathematics and Science Problems Using Transformers}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {289--297}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.33}, doi = {10.1137/1.9781611977172.33}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MandlechaCKK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MarxF22, author = {Alexander Marx and Jonas Fischer}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Estimating Mutual Information via Geodesic \emph{k}NN}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {415--423}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.47}, doi = {10.1137/1.9781611977172.47}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MarxF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Matsuda00O22, author = {Koji Matsuda and Yuya Sasaki and Chuan Xiao and Makoto Onizuka}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {FedMe: Federated Learning via Model Exchange}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {459--467}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.52}, doi = {10.1137/1.9781611977172.52}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Matsuda00O22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/McNeilMB22, author = {Maxwell McNeil and Boya Ma and Petko Bogdanov}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{SAGA:} Signal-Aware Graph Aggregation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {136--144}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.16}, doi = {10.1137/1.9781611977172.16}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/McNeilMB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MengJFLLC22, author = {Guangyu Meng and Qisheng Jiang and Kaiqun Fu and Beiyu Lin and Chang{-}Tien Lu and Zhqian Chen}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Early Forecasting of the Impact of Traffic Accidents Using a Single Shot Observation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {100--108}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.12}, doi = {10.1137/1.9781611977172.12}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MengJFLLC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MukherjeeGB22, author = {Shrimon Mukherjee and Madhusudan Ghosh and Partha Basuchowdhuri}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {DeepGLSTM: Deep Graph Convolutional Network and {LSTM} based approach for predicting drug-target binding affinity}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {729--737}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.82}, doi = {10.1137/1.9781611977172.82}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MukherjeeGB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Ng0FLC022, author = {Ignavier Ng and Shengyu Zhu and Zhuangyan Fang and Haoyang Li and Zhitang Chen and Jun Wang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Masked Gradient-Based Causal Structure Learning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {424--432}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.48}, doi = {10.1137/1.9781611977172.48}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Ng0FLC022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NiXHPC022, author = {Xuelian Ni and Fei Xiong and Yutian Hu and Shirui Pan and Hongshu Chen and Liang Wang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Cyclic Transfer Learning for Recommender Systems with Heterogeneous Feedbacks}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {567--575}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.64}, doi = {10.1137/1.9781611977172.64}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NiXHPC022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OehmckeG22, author = {Stefan Oehmcke and Fabian Gieseke}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Input Selection for Bandwidth-Limited Neural Network Inference}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {280--288}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.32}, doi = {10.1137/1.9781611977172.32}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/OehmckeG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PannatierPF22, author = {Arnaud Pannatier and Ricardo Picatoste and Fran{\c{c}}ois Fleuret}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {325--333}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.37}, doi = {10.1137/1.9781611977172.37}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PannatierPF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Pham0022, author = {Thai{-}Hoang Pham and Lei Xie and Ping Zhang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{FAME:} Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {720--728}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.81}, doi = {10.1137/1.9781611977172.81}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Pham0022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PhanLN22, author = {Dzung T. Phan and Hongsheng Liu and Lam M. Nguyen}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {StepDIRECT - {A} Derivative-Free Optimization Method for Stepwise Functions}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {477--485}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.54}, doi = {10.1137/1.9781611977172.54}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PhanLN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PoursafaeiZR22, author = {Farimah Poursafaei and Zeljko Zilic and Reihaneh Rabbany}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {A Strong Node Classification Baseline for Temporal Graphs}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {648--656}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.73}, doi = {10.1137/1.9781611977172.73}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PoursafaeiZR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO22, author = {Shoumik Roychoudhury and Fang Zhou and Zoran Obradovic}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Leveraging Dependencies among Learned Temporal Subsequences}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {504--512}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.57}, doi = {10.1137/1.9781611977172.57}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Sato22, author = {Ryoma Sato}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Private Recommender Systems: How Can Users Build Their Own Fair Recommender Systems without Log Data?}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {549--557}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.62}, doi = {10.1137/1.9781611977172.62}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Sato22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SchierRR22, author = {Maximilian Schier and Christoph Reinders and Bodo Rosenhahn}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Constrained Mean Shift Clustering}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {235--243}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.27}, doi = {10.1137/1.9781611977172.27}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SchierRR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SchoutenDP22, author = {Rianne Margaretha Schouten and Wouter Duivesteijn and Mykola Pechenizkiy}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Exceptional Model Mining for Repeated Cross-Sectional Data {(EMM-RCS)}}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {585--593}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.66}, doi = {10.1137/1.9781611977172.66}, timestamp = {Wed, 09 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SchoutenDP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/StolmanL0S22, author = {Andrew Stolman and Caleb Levy and C. Seshadhri and Aneesh Sharma}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {388--396}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.44}, doi = {10.1137/1.9781611977172.44}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/StolmanL0S22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SunLCCDTZM22, author = {Caiqi Sun and Penghao Lu and Lei Cheng and Zhenfu Cao and Xiaolei Dong and Yili Tang and Jun Zhou and Linjian Mo}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Multi-interest Sequence Modeling for Recommendation with Causal Embedding}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {406--414}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.46}, doi = {10.1137/1.9781611977172.46}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SunLCCDTZM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SunLZ22, author = {Hao Sun and Yuntao Li and Yan Zhang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation Learning with Graph Neural Network}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {118--126}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.14}, doi = {10.1137/1.9781611977172.14}, timestamp = {Tue, 13 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SunLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TayalJGWR022, author = {Kshitij Tayal and Xiaowei Jia and Rahul Ghosh and Jared Willard and Jordan S. Read and Vipin Kumar}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {702--710}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.79}, doi = {10.1137/1.9781611977172.79}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/TayalJGWR022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangMTZ022, author = {Tianqi Wang and Fenglong Ma and Tang Tang and Longfei Zhang and Jing Gao}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Textbook Enhanced Student Learning Outcome Prediction}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {352--360}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.40}, doi = {10.1137/1.9781611977172.40}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangMTZ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangS22, author = {Zhikai Wang and Yanyan Shen}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Time-aware Multi-interest Capsule Network for Sequential Recommendation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {558--566}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.63}, doi = {10.1137/1.9781611977172.63}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiLZM22, author = {Jiahui Wei and Zhixin Li and Jianwei Zhu and Huifang Ma}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Flexible Image Captioning via Internal Understanding and External Reasoning}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {307--315}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.35}, doi = {10.1137/1.9781611977172.35}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiLZM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YamaguchiUK22, author = {Akihiro Yamaguchi and Ken Ueno and Hisashi Kashima}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Learning Time-series Shapelets Enhancing Discriminability}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {190--198}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.22}, doi = {10.1137/1.9781611977172.22}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YamaguchiUK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Yeh0WCZ0K22, author = {Chin{-}Chia Michael Yeh and Yan Zheng and Junpeng Wang and Huiyuan Chen and Zhongfang Zhuang and Wei Zhang and Eamonn J. Keogh}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {181--189}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.21}, doi = {10.1137/1.9781611977172.21}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Yeh0WCZ0K22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YooS22, author = {Jaemin Yoo and Lee Sael}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Transition Matrix Representation of Trees with Transposed Convolutions}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {154--162}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.18}, doi = {10.1137/1.9781611977172.18}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YooS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaLZH22, author = {Daochen Zha and Kwei{-}Herng Lai and Kaixiong Zhou and Xia Hu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Towards Similarity-Aware Time-Series Classification}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {199--207}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.23}, doi = {10.1137/1.9781611977172.23}, timestamp = {Tue, 30 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaLZH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangSZ022, author = {Yue Zhang and Mingming Sun and Jingyuan Zhang and Ping Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Explainable Concept Graph Completion by Bridging Open-Domain Relations and Concepts}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {675--683}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.76}, doi = {10.1137/1.9781611977172.76}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangSZ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangWLY22, author = {Qianru Zhang and Zheng Wang and Cheng Long and Siu{-}Ming Yiu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {On Predicting and Generating a Good Break Shot in Billiards Sports}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {109--117}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.13}, doi = {10.1137/1.9781611977172.13}, timestamp = {Tue, 07 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangWLY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangWYZ022, author = {Qiannan Zhang and Xiaodong Wu and Qiang Yang and Chuxu Zhang and Xiangliang Zhang}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {HG-Meta: Graph Meta-learning over Heterogeneous Graphs}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {397--405}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.45}, doi = {10.1137/1.9781611977172.45}, timestamp = {Fri, 03 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangWYZ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangZZ022, author = {Yishuo Zhang and Nayyar Abbas Zaidi and Jiahui Zhou and Gang Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {{GANBLR++:} Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {298--306}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.34}, doi = {10.1137/1.9781611977172.34}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangZZ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Zhao0CS22, author = {Sichen Zhao and Wei Shao and Jeffrey Chan and Flora D. Salim}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Measuring disentangled generative spatio-temporal representation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {522--530}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.59}, doi = {10.1137/1.9781611977172.59}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Zhao0CS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoZCM22, author = {Keke Zhao and Xing Zhao and Qi Cao and Linjian Mo}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {A Non-sequential Approach to Deep User Interest Model for {CTR} Prediction}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {531--539}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.60}, doi = {10.1137/1.9781611977172.60}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoZCM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Zhou0X0022, author = {Guanglin Zhou and Lina Yao and Xiwei Xu and Chen Wang and Liming Zhu}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Cycle-Balanced Representation Learning For Counterfactual Inference}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {442--450}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.50}, doi = {10.1137/1.9781611977172.50}, timestamp = {Sat, 27 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Zhou0X0022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouL022, author = {Yingxue Zhou and Xinyan Li and Arindam Banerjee}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Noisy Truncated {SGD:} Optimization and Generalization}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {468--476}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.53}, doi = {10.1137/1.9781611977172.53}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouL022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Zhu022, author = {Ronghang Zhu and Sheng Li}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Self-supervision based Semantic Alignment for Unsupervised Domain Adaptation}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {1--9}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.1}, doi = {10.1137/1.9781611977172.1}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Zhu022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhuangH22, author = {Jun Zhuang and Mohammad Al Hasan}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Deperturbation of Online Social Networks via Bayesian Label Transition}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {603--611}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.68}, doi = {10.1137/1.9781611977172.68}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhuangH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2022, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172}, doi = {10.1137/1.9781611977172}, isbn = {978-1-61197-717-2}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001HZHFH21, author = {Kunpeng Liu and Haibo Huang and Wei Zhang and Ahmad Hariri and Yanjie Fu and Kien A. Hua}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Multi-Armed Bandit Based Feature Selection}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {316--323}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.36}, doi = {10.1137/1.9781611976700.36}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001HZHFH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001O21, author = {Tomoya Sakai and Naoto Ohsaka}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Predictive Optimization with Zero-Shot Domain Adaptation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {369--377}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.42}, doi = {10.1137/1.9781611976700.42}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001O21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0002ZP021, author = {Wenbin Zhang and Liming Zhang and Dieter Pfoser and Liang Zhao}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Disentangled Dynamic Graph Deep Generation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {738--746}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.83}, doi = {10.1137/1.9781611976700.83}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0002ZP021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0007WC0Y0F21, author = {Lu Jiang and Pengyang Wang and Ke Cheng and Kunpeng Liu and Minghao Yin and Bo Jin and Yanjie Fu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {EduHawkes: {A} Neural Hawkes Process Approach for Online Study Behavior Modeling}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {567--575}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.64}, doi = {10.1137/1.9781611976700.64}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0007WC0Y0F21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0008GTM021, author = {Qi Zhu and Fang Guo and Jingjing Tian and Yuning Mao and Jiawei Han}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {477--485}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.54}, doi = {10.1137/1.9781611976700.54}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0008GTM021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0018PYWS21, author = {Min Liu and Zhaohui Peng and Xiaohui Yu and Senzhang Wang and Qiao Song}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {LDFeRR: {A} Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {73--81}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.9}, doi = {10.1137/1.9781611976700.9}, timestamp = {Thu, 02 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0018PYWS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AggarwalLY21, author = {Charu C. Aggarwal and Yao Li and Philip S. Yu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Signature-Based Anomaly Detection in Networks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {109--117}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.13}, doi = {10.1137/1.9781611976700.13}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AltieriPPV21, author = {Federico Altieri and Andrea Pietracaprina and Geppino Pucci and Fabio Vandin}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Scalable Distributed Approximation of Internal Measures for Clustering Evaluation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {648--656}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.73}, doi = {10.1137/1.9781611976700.73}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AltieriPPV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AnYKWK21, author = {Guoyuan An and Sung Eui Yoon and Jae Yoon Kim and Lin Wang and Myoung Ho Kim}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {GraphShop: Graph-based Approach for Shop-type Recommendation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {55--63}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.7}, doi = {10.1137/1.9781611976700.7}, timestamp = {Mon, 15 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AnYKWK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AnjumAXH21, author = {Omer Anjum and Mohammad Almasri and Jinjun Xiong and Wen{-}Mei W. Hwu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {PhraseScope: An Effective and Unsupervised Framework for Mining High Quality Phrases}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {639--647}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.72}, doi = {10.1137/1.9781611976700.72}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AnjumAXH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BanerjeeKBDSO21, author = {Bonny Banerjee and Masoumeh Heidari Kapourchali and Murchana Baruah and Mousumi Deb and Kenneth Sakauye and Mette S. Olufsen}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Synthesizing Skeletal Motion and Physiological Signals as a Function of a Virtual Human's Actions and Emotions}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {684--692}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.77}, doi = {10.1137/1.9781611976700.77}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BanerjeeKBDSO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BernsB21, author = {Fabian Berns and Christian Beecks}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Stochastic Time Series Representation for Interval Pattern Mining via Gaussian Processes}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {10--18}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.2}, doi = {10.1137/1.9781611976700.2}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BernsB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BernsB21a, author = {Fabian Berns and Christian Beecks}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Complexity-Adaptive Gaussian Process Model Inference for Large-Scale Data}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {360--368}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.41}, doi = {10.1137/1.9781611976700.41}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BernsB21a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BoleyTBW21, author = {Mario Boley and Simon Teshuva and Pierre Le Bodic and Geoffrey I. Webb}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Better Short than Greedy: Interpretable Models through Optimal Rule Boosting}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {351--359}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.40}, doi = {10.1137/1.9781611976700.40}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BoleyTBW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BuK21, author = {Jie Bu and Anuj Karpatne}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Quadratic Residual Networks: {A} New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {675--683}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.76}, doi = {10.1137/1.9781611976700.76}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BuK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BudhathokiBV21, author = {Kailash Budhathoki and Mario Boley and Jilles Vreeken}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Discovering Reliable Causal Rules}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {1--9}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.1}, doi = {10.1137/1.9781611976700.1}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BudhathokiBV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DaiK0H21, author = {Xin Dai and Xiangnan Kong and Tian Guo and Yixian Huang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {CiNet: Redesigning Deep Neural Networks for Efficient Mobile-Cloud Collaborative Inference}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {459--467}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.52}, doi = {10.1137/1.9781611976700.52}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DaiK0H21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DevosMD21, author = {Laurens Devos and Wannes Meert and Jesse Davis}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Verifying Tree Ensembles by Reasoning about Potential Instances}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {450--458}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.51}, doi = {10.1137/1.9781611976700.51}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DevosMD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DingCYW21, author = {Hu Ding and Tan Chen and Fan Yang and Mingyue Wang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {A Data-Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimensions}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {630--638}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.71}, doi = {10.1137/1.9781611976700.71}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DingCYW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DiochnosT21, author = {Dimitrios I. Diochnos and Theodore B. Trafalis}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Learning Reliable Rules under Class Imbalance}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {28--36}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.4}, doi = {10.1137/1.9781611976700.4}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DiochnosT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DuXWT21, author = {Wei Du and Depeng Xu and Xintao Wu and Hanghang Tong}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Fairness-aware Agnostic Federated Learning}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {181--189}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.21}, doi = {10.1137/1.9781611976700.21}, timestamp = {Thu, 02 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DuXWT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ErichsonTWM21, author = {N. Benjamin Erichson and Dane Taylor and Qixuan Wu and Michael W. Mahoney}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Noise-Response Analysis of Deep Neural Networks Quantifies Robustness and Fingerprints Structural Malware}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {100--108}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.12}, doi = {10.1137/1.9781611976700.12}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ErichsonTWM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Fan0LHDF21, author = {Wei Fan and Kunpeng Liu and Hao Liu and Ahmad Hariri and Dejing Dou and Yanjie Fu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {342--350}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.39}, doi = {10.1137/1.9781611976700.39}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Fan0LHDF21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GaoH21, author = {Hongchang Gao and Heng Huang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Faster Stochastic Second Order Method for Large-Scale Machine Learning Models}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {405--413}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.46}, doi = {10.1137/1.9781611976700.46}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GaoH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GaoWR21, author = {Hongchang Gao and Gang Wu and Ryan A. Rossi}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Provable Distributed Stochastic Gradient Descent with Delayed Updates}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {441--449}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.50}, doi = {10.1137/1.9781611976700.50}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GaoWR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GrintenAPM21, author = {Alexander van der Grinten and Eugenio Angriman and Maria Predari and Henning Meyerhenke}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {New Approximation Algorithms for Forest Closeness Centrality - for Individual Vertices and Vertex Groups}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {136--144}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.16}, doi = {10.1137/1.9781611976700.16}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GrintenAPM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Grosse021, author = {Kathrin Grosse and Michael Backes}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Do winning tickets exist before {DNN} training?}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {549--557}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.62}, doi = {10.1137/1.9781611976700.62}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Grosse021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HagedornH21, author = {Christopher Hagedorn and Johannes Huegle}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {GPU-Accelerated Constraint-Based Causal Structure Learning for Discrete Data}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {37--45}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.5}, doi = {10.1137/1.9781611976700.5}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HagedornH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeKTL21, author = {Jiayu He and Matloob Khushi and Nguyen Hoang Tran and Tongliang Liu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Robust Dual Recurrent Neural Networks for Financial Time Series Prediction}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {747--755}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.84}, doi = {10.1137/1.9781611976700.84}, timestamp = {Sat, 29 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeKTL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeS0021, author = {Wenchong He and Arpan Man Sainju and Zhe Jiang and Da Yan}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {253--261}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.29}, doi = {10.1137/1.9781611976700.29}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeS0021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeimannCVK21, author = {Mark Heimann and Xiyuan Chen and Fatemeh Vahedian and Danai Koutra}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Refining Network Alignment to Improve Matched Neighborhood Consistency}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {172--180}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.20}, doi = {10.1137/1.9781611976700.20}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeimannCVK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HsiehSWH21, author = {Tsung{-}Yu Hsieh and Yiwei Sun and Suhang Wang and Vasant G. Honavar}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Functional Autoencoders for Functional Data Representation Learning}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {666--674}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.75}, doi = {10.1137/1.9781611976700.75}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HsiehSWH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuangGB21, author = {Leo Huang and Andrew J. Graven and David Bindel}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Density of States Graph Kernels}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {289--297}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.33}, doi = {10.1137/1.9781611976700.33}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuangGB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Jeon0HKPLLL21, author = {Jinsung Jeon and Dongeun Lee and Seunghyun Hwang and Soyoung Kang and Noseong Park and Duanshun Li and Kookjin Lee and Jing Liu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Large-Scale Flight Frequency Optimization with Global Convergence in the {US} Domestic Air Passenger Markets}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {711--719}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.80}, doi = {10.1137/1.9781611976700.80}, timestamp = {Thu, 11 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Jeon0HKPLLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JeonLKLPLUJ21, author = {Jinsung Jeon and Jing Liu and Jayoung Kim and Jaehoon Lee and Noseong Park and Jamie Jooyeon Lee and {\"{O}}zlem Uzuner and Sushil Jajodia}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Scalable Graph Synthesis with Adj and 1 - Adj}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {307--315}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.35}, doi = {10.1137/1.9781611976700.35}, timestamp = {Mon, 17 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JeonLKLPLUJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaLZSAOR21, author = {Xiaowei Jia and Beiyu Lin and Jacob Zwart and Jeffrey M. Sadler and Alison P. Appling and Samantha Oliver and Jordan S. Read}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {621--629}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.70}, doi = {10.1137/1.9781611976700.70}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JiaLZSAOR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaZSAOMWXSRK21, author = {Xiaowei Jia and Jacob Zwart and Jeffrey M. Sadler and Alison P. Appling and Samantha Oliver and Steven Markstrom and Jared Willard and Shaoming Xu and Michael S. Steinbach and Jordan S. Read and Vipin Kumar}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {612--620}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.69}, doi = {10.1137/1.9781611976700.69}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JiaZSAOMWXSRK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JinWY21, author = {Xiaoyong Jin and Yu{-}Xiang Wang and Xifeng Yan}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Inter-Series Attention Model for {COVID-19} Forecasting}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {495--503}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.56}, doi = {10.1137/1.9781611976700.56}, timestamp = {Tue, 28 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JinWY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KalofoliasWV21, author = {Janis Kalofolias and Pascal Welke and Jilles Vreeken}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {{SUSAN:} The Structural Similarity Random Walk Kernel}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {298--306}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.34}, doi = {10.1137/1.9781611976700.34}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KalofoliasWV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KanatsoulisS21, author = {Charilaos I. Kanatsoulis and Nicholas D. Sidiropoulos}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for {COVID-19} drug repurposing}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {603--611}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.68}, doi = {10.1137/1.9781611976700.68}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KanatsoulisS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KeyaIPSF21, author = {Kamrun Naher Keya and Rashidul Islam and Shimei Pan and Ian Stockwell and James R. Foulds}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Equitable Allocation of Healthcare Resources with Fair Survival Models}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {190--198}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.22}, doi = {10.1137/1.9781611976700.22}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KeyaIPSF21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LavaniaWIB21, author = {Chandrashekhar Lavania and Kai Wei and Rishabh K. Iyer and Jeff A. Bilmes}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {A Practical Online Framework for Extracting Running Video Summaries under a Fixed Memory Budget}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {226--234}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.26}, doi = {10.1137/1.9781611976700.26}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LavaniaWIB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiCW21, author = {Xiaoting Li and Lingwei Chen and Dinghao Wu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Turning Attacks into Protection: Social Media Privacy Protection Using Adversarial Attacks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {208--216}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.24}, doi = {10.1137/1.9781611976700.24}, timestamp = {Tue, 15 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiCW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiGS21, author = {Peiran Li and Fang Guo and Jingbo Shang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {"Misc"-Aware Weakly Supervised Aspect Classification}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {468--476}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.53}, doi = {10.1137/1.9781611976700.53}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiGS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiHSSL21, author = {Chen Li and Linmei Hu and Chuan Shi and Guojie Song and Yuanfu Lu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Sequence-aware Heterogeneous Graph Neural Collaborative Filtering}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {64--72}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.8}, doi = {10.1137/1.9781611976700.8}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiHSSL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZ0CZ21, author = {Zhongnian Li and Tao Zhang and Wei Shao and Songcan Chen and Daoqiang Zhang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Sign-aware Perturbations Regression}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {396--404}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.45}, doi = {10.1137/1.9781611976700.45}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZ0CZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuLCWSH21, author = {Chenghao Liu and Tao Lu and Zhiyong Cheng and Xin Wang and Jianling Sun and Steven C. H. Hoi}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Discrete Listwise Collaborative Filtering for Fast Recommendation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {46--54}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.6}, doi = {10.1137/1.9781611976700.6}, timestamp = {Fri, 28 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuLCWSH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MalikUHKA21, author = {Osman Asif Malik and Shashanka Ubaru and Lior Horesh and Misha E. Kilmer and Haim Avron}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Dynamic Graph Convolutional Networks Using the Tensor M-Product}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {729--737}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.82}, doi = {10.1137/1.9781611976700.82}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MalikUHKA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ManiDG21, author = {Priya Mani and Carlotta Domeniconi and Igor Griva}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Unsupervised Selective Manifold Regularized Matrix Factorization}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {657--665}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.74}, doi = {10.1137/1.9781611976700.74}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ManiDG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MarufK21, author = {M. Maruf and Anuj Karpatne}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Maximizing Cohesion and Separation in Graph Representation Learning: {A} Distance-aware Negative Sampling Approach}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {271--279}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.31}, doi = {10.1137/1.9781611976700.31}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MarufK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MarxYL21, author = {Alexander Marx and Lincen Yang and Matthijs van Leeuwen}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {387--395}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.44}, doi = {10.1137/1.9781611976700.44}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MarxYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MillotCB21, author = {Alexandre Millot and R{\'{e}}my Cazabet and Jean{-}Fran{\c{c}}ois Boulicaut}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Exceptional Model Mining meets Multi-objective Optimization}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {378--386}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.43}, doi = {10.1137/1.9781611976700.43}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MillotCB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OzcanMI21, author = {G{\"{o}}zde {\"{O}}zcan and Armin Moharrer and Stratis Ioannidis}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Submodular Maximization via Taylor Series Approximation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {423--431}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.48}, doi = {10.1137/1.9781611976700.48}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OzcanMI21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PinxterenC21, author = {Sam Pinxteren and Toon Calders}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Efficient Permutation Testing for Significant Sequential Patterns}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {19--27}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.3}, doi = {10.1137/1.9781611976700.3}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PinxterenC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/QinWMYW021, author = {Can Qin and Lichen Wang and Qianqian Ma and Yu Yin and Huan Wang and Yun Fu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Contradictory Structure Learning for Semi-supervised Domain Adaptation}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {576--584}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.65}, doi = {10.1137/1.9781611976700.65}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/QinWMYW021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RezaeiGS21, author = {Aria Rezaei and Jie Gao and Anand D. Sarwate}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Influencers and the Giant Component: The Fundamental Hardness in Privacy Protection for Socially Contagious Attributes}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {217--225}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.25}, doi = {10.1137/1.9781611976700.25}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RezaeiGS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SarpeV21, author = {Ilie Sarpe and Fabio Vandin}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {{PRESTO:} Simple and Scalable Sampling Techniques for the Rigorous Approximation of Temporal Motif Counts}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {145--153}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.17}, doi = {10.1137/1.9781611976700.17}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SarpeV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SatoYK21, author = {Ryoma Sato and Makoto Yamada and Hisashi Kashima}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Random Features Strengthen Graph Neural Networks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {333--341}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.38}, doi = {10.1137/1.9781611976700.38}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SatoYK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SetoWZ21, author = {Skyler Seto and Martin T. Wells and Wenyu Zhang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {{HALO:} Learning to Prune Neural Networks with Shrinkage}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {558--566}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.63}, doi = {10.1137/1.9781611976700.63}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SetoWZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SilvaGMH21, author = {Leonor Silva and Helena Galhardas and Vasco M. Manquinho and Rui Henriques}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {{UNIANO:} robust and efficient anomaly consensus in time series sensitive to cross-correlated anomaly profiles}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {324--332}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.37}, doi = {10.1137/1.9781611976700.37}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SilvaGMH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SrinivasanZK21, author = {Balasubramaniam Srinivasan and Da Zheng and George Karypis}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Learning over Families of Sets - Hypergraph Representation Learning for Higher Order Tasks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {756--764}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.85}, doi = {10.1137/1.9781611976700.85}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SrinivasanZK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TajimaHZK21, author = {Kenya Tajima and Yoshihiro Hirohashi and Esmeraldo Ronnie Rey Zara and Tsuyoshi Kato}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Frank-Wolfe algorithm for learning SVM-type multi-category classifiers}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {432--440}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.49}, doi = {10.1137/1.9781611976700.49}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TajimaHZK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TaymouriRE21, author = {Farbod Taymouri and Marcello La Rosa and Sarah M. Erfani}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {522--530}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.59}, doi = {10.1137/1.9781611976700.59}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TaymouriRE21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Wang0ZCFJF021, author = {Daixin Wang and Zhiqiang Zhang and Jun Zhou and Peng Cui and Jingli Fang and Quanhui Jia and Yanming Fang and Yuan Qi}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Temporal-Aware Graph Neural Network for Credit Risk Prediction}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {702--710}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.79}, doi = {10.1137/1.9781611976700.79}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Wang0ZCFJF021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangDZC21, author = {Jianling Wang and Kaize Ding and Ziwei Zhu and James Caverlee}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Session-based Recommendation with Hypergraph Attention Networks}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {82--90}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.10}, doi = {10.1137/1.9781611976700.10}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangDZC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangELH21, author = {Qizhou Wang and Sarah M. Erfani and Christopher Leckie and Michael E. Houle}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {A Dimensionality-Driven Approach for Unsupervised Out-of-distribution Detection}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {118--126}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.14}, doi = {10.1137/1.9781611976700.14}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangELH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangLTZX21, author = {Kaixin Wang and Cheng Long and Yongxin Tong and Jie Zhang and Yi Xu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Adaptive Holding for Online Bottleneck Matching with Delays}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {235--243}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.27}, doi = {10.1137/1.9781611976700.27}, timestamp = {Sat, 15 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangLTZX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangMWTZG21, author = {Tianqi Wang and Fenglong Ma and Yaqing Wang and Tang Tang and Longfei Zhang and Jing Gao}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Towards Learning Outcome Prediction via Modeling Question Explanations and Student Responses}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {693--701}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.78}, doi = {10.1137/1.9781611976700.78}, timestamp = {Wed, 03 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangMWTZG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangZMY21, author = {Senzhang Wang and Meiyue Zhang and Hao Miao and Philip S. Yu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {MT-STNets: Multi-Task Spatial-Temporal Networks for Multi-Scale Traffic Prediction}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {504--512}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.57}, doi = {10.1137/1.9781611976700.57}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangZMY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangZWG21, author = {Haoyu Wang and Hengtong Zhang and Yaqing Wang and Jing Gao}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Fair Classification Under Strict Unawareness}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {199--207}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.23}, doi = {10.1137/1.9781611976700.23}, timestamp = {Thu, 19 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangZWG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WiegandKV21, author = {Boris Wiegand and Dietrich Klakow and Jilles Vreeken}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Mining Easily Understandable Models from Complex Event Logs}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {244--252}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.28}, doi = {10.1137/1.9781611976700.28}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WiegandKV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuCNLNSZCZ21, author = {Dongkuan Xu and Wei Cheng and Jingchao Ni and Dongsheng Luo and Masanao Natsumeda and Dongjin Song and Bo Zong and Haifeng Chen and Xiang Zhang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly Precursor Detection}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {91--99}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.11}, doi = {10.1137/1.9781611976700.11}, timestamp = {Mon, 02 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuCNLNSZCZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuLLLT21, author = {Han Xu and Yaxin Li and Xiaorui Liu and Hui Liu and Jiliang Tang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Yet Meta Learning Can Adapt Fast, it Can Also Break Easily}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {540--548}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.61}, doi = {10.1137/1.9781611976700.61}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuLLLT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuPFTJZ21, author = {Yi{-}Xuan Xu and Ming Pang and Ji Feng and Kai Ming Ting and Yuan Jiang and Zhi{-}Hua Zhou}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Reconstruction-based Anomaly Detection with Completely Random Forest}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {127--135}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.15}, doi = {10.1137/1.9781611976700.15}, timestamp = {Tue, 28 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/XuPFTJZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YaLCG21, author = {Jing Ya and Tingwen Liu and Jiangxia Cao and Li Guo}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Heterogeneous Graph Neural Networks for Query-focused Summarization}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {720--728}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.81}, doi = {10.1137/1.9781611976700.81}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YaLCG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YamaguchiU21, author = {Akihiro Yamaguchi and Ken Ueno}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Learning Time-series Shapelets via Supervised Feature Selection}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {262--270}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.30}, doi = {10.1137/1.9781611976700.30}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YamaguchiU21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangYD021, author = {Yuanlin Yang and Guoxian Yu and Carlotta Domeniconi and Xiangliang Zhang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Deep Multi-type Objects Muli-view Multi-instance Multi-label Learning}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {486--494}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.55}, doi = {10.1137/1.9781611976700.55}, timestamp = {Thu, 23 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangYD021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YiHP21, author = {Peiyu Yi and Feihu Huang and Jian Peng}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {A Fine-grained Graph-based Spatiotemporal Network for Bike Flow Prediction in Bike-sharing Systems}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {513--521}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.58}, doi = {10.1137/1.9781611976700.58}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YiHP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YinCFP21, author = {Kejing Yin and William K. Cheung and Benjamin C. M. Fung and Jonathan Poon}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {TedPar: Temporally Dependent {PARAFAC2} Factorization for Phenotype-based Disease Progression Modeling}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {594--602}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.67}, doi = {10.1137/1.9781611976700.67}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YinCFP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YooK21, author = {Jaemin Yoo and U Kang}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Attention-Based Autoregression for Accurate and Efficient Multivariate Time Series Forecasting}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {531--539}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.60}, doi = {10.1137/1.9781611976700.60}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YooK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuTAEV21, author = {Sixie Yu and Leo Torres and Scott Alfeld and Tina Eliassi{-}Rad and Yevgeniy Vorobeychik}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {{POTION} : Optimizing Graph Structure for Targeted Diffusion}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {154--162}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.18}, doi = {10.1137/1.9781611976700.18}, timestamp = {Wed, 02 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuTAEV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangQLLCGL21, author = {Xianli Zhang and Buyue Qian and Yang Li and Yang Liu and Xi Chen and Chong Guan and Chen Li}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Learning Robust Patient Representations from Multi-modal Electronic Health Records: {A} Supervised Deep Learning Approach}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {585--593}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.66}, doi = {10.1137/1.9781611976700.66}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangQLLCGL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhengCLL21, author = {Leqian Zheng and Hau Chan and Grigorios Loukides and Minming Li}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Maximizing Approximately \emph{k}-Submodular Functions}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {414--422}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.47}, doi = {10.1137/1.9781611976700.47}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhengCLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouLLSSC21, author = {Houquan Zhou and Shenghua Liu and Kyuhan Lee and Kijung Shin and Huawei Shen and Xueqi Cheng}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {{DPGS:} Degree-Preserving Graph Summarization}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {280--288}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.32}, doi = {10.1137/1.9781611976700.32}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouLLSSC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhuLHK21, author = {Jing Zhu and Xingyu Lu and Mark Heimann and Danai Koutra}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {163--171}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.19}, doi = {10.1137/1.9781611976700.19}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhuLHK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2021, editor = {Carlotta Demeniconi and Ian Davidson}, title = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700}, doi = {10.1137/1.9781611976700}, isbn = {978-1-61197-670-0}, timestamp = {Sat, 21 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AggarwalLY20, author = {Charu C. Aggarwal and Yao Li and Philip S. Yu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {On Supervised Change Detection in Graph Streams}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {289--297}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.33}, doi = {10.1137/1.9781611976236.33}, timestamp = {Mon, 20 Jul 2020 11:23:45 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AlaeeASMGK20, author = {Sara Alaee and Alireza Abdoli and Christian R. Shelton and Amy C. Murillo and Alec C. Gerry and Eamonn J. Keogh}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Features or Shape? Tackling the False Dichotomy of Time Series Classification}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {442--450}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.50}, doi = {10.1137/1.9781611976236.50}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AlaeeASMGK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BauckhageSW20, author = {Christian Bauckhage and Rafet Sifa and Stefan Wrobel}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Adiabatic Quantum Computing for Max-Sum Diversification}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {343--351}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.39}, doi = {10.1137/1.9781611976236.39}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BauckhageSW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChangKPK20, author = {Buru Chang and Yookyung Koh and Donghyeon Park and Jaewoo Kang}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Content-Aware Successive Point-of-Interest Recommendation}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {100--108}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.12}, doi = {10.1137/1.9781611976236.12}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChangKPK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChangOL20, author = {Changgee Chang and Jihwan Oh and Qi Long}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {{GRIA:} Graphical Regularization for Integrative Analysis}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {604--612}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.68}, doi = {10.1137/1.9781611976236.68}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChangOL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChengGCL20, author = {Lu Cheng and Ruocheng Guo and K. Sel{\c{c}}uk Candan and Huan Liu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Representation Learning for Imbalanced Cross-Domain Classification}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {478--486}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.54}, doi = {10.1137/1.9781611976236.54}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChengGCL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChiuLL20, author = {Chi{-}Cheng Chiu and Pin{-}Yen Lin and Chih{-}Jen Lin}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Two-variable Dual Coordinate Descent Methods for Linear {SVM} with/without the Bias Term}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {163--171}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.19}, doi = {10.1137/1.9781611976236.19}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChiuLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChouLL20, author = {Hung{-}Yi Chou and Pin{-}Yen Lin and Chih{-}Jen Lin}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Dual Coordinate-Descent Methods for Linear One-Class {SVM} and {SVDD}}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {181--189}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.21}, doi = {10.1137/1.9781611976236.21}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChouLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CostaO20, author = {Gianni Costa and Riccardo Ortale}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Document Clustering Meets Topic Modeling with Word Embeddings}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {244--252}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.28}, doi = {10.1137/1.9781611976236.28}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CostaO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DaiKLLM20, author = {Xin Dai and Xiangnan Kong and Xinyue Liu and John Boaz Lee and Constance M. Moore}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Dual-Attention Recurrent Networks for Affine Registration of Neuroimaging Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {379--387}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.43}, doi = {10.1137/1.9781611976236.43}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DaiKLLM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DawTCRAK20, author = {Arka Daw and R. Quinn Thomas and Cayelan C. Carey and Jordan S. Read and Alison P. Appling and Anuj Karpatne}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Physics-Guided Architecture {(PGA)} of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {532--540}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.60}, doi = {10.1137/1.9781611976236.60}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DawTCRAK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DengKLB20, author = {Junning Deng and Bo Kang and Jefrey Lijffijt and Tijl De Bie}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Explainable Subgraphs with Surprising Densities: {A} Subgroup Discovery Approach}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {586--594}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.66}, doi = {10.1137/1.9781611976236.66}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DengKLB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DingGYCLH20, author = {Rui Ding and Guibing Guo and Xiaochun Yang and Bowei Chen and Zhirong Liu and Xiuqiang He}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial Networks}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {82--90}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.10}, doi = {10.1137/1.9781611976236.10}, timestamp = {Mon, 23 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DingGYCLH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DrumondBGS20, author = {Rafael R{\^{e}}go Drumond and Lukas Brinkmeyer and Josif Grabocka and Lars Schmidt{-}Thieme}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {{HIDRA:} Head Initialization across Dynamic targets for Robust Architectures}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {397--405}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.45}, doi = {10.1137/1.9781611976236.45}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DrumondBGS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EnglhardtB20, author = {Adrian Englhardt and Klemens B{\"{o}}hm}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Exploring the Unknown - Query Synthesis in One-Class Active Learning}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {145--153}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.17}, doi = {10.1137/1.9781611976236.17}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EnglhardtB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EnglhardtTVB20, author = {Adrian Englhardt and Holger Trittenbach and Dennis Vetter and Klemens B{\"{o}}hm}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Finding the Sweet Spot: Batch Selection for One-Class Active Learning}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {118--126}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.14}, doi = {10.1137/1.9781611976236.14}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EnglhardtTVB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Fan0XLWLT20, author = {Wenqi Fan and Yao Ma and Han Xu and Xiaorui Liu and Jianping Wang and Qing Li and Jiliang Tang}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Adversarial Canonical Correlation Analysis}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {352--360}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.40}, doi = {10.1137/1.9781611976236.40}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Fan0XLWLT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FouldsIKP20, author = {James R. Foulds and Rashidul Islam and Kamrun Naher Keya and Shimei Pan}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Bayesian Modeling of Intersectional Fairness: The Variance of Bias}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {424--432}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.48}, doi = {10.1137/1.9781611976236.48}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FouldsIKP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FreitasWCN20, author = {Scott Freitas and Andrew Wicker and Duen Horng (Polo) Chau and Joshua Neil}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {D\({}^{\mbox{2}}\)M: Dynamic Defense and Modeling of Adversarial Movement in Networks}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {541--549}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.61}, doi = {10.1137/1.9781611976236.61}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FreitasWCN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GhafooriL20, author = {Zahra Ghafoori and Christopher Leckie}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Multi-sphere Support Vector Data Description}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {109--117}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.13}, doi = {10.1137/1.9781611976236.13}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GhafooriL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GhoshMSS20, author = {Aritra Ghosh and Saayan Mitra and Somdeb Sarkhel and Viswanathan Swaminathan}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Optimal Bidding Strategy without Exploration in Real-time Bidding}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {298--306}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.34}, doi = {10.1137/1.9781611976236.34}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GhoshMSS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GujralTP20, author = {Ekta Gujral and Georgios Theocharous and Evangelos E. Papalexakis}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {{SPADE:} Streaming {PARAFAC2} DEcomposition for Large Datasets}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {577--585}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.65}, doi = {10.1137/1.9781611976236.65}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GujralTP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuoL020, author = {Ruocheng Guo and Jundong Li and Huan Liu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {271--279}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.31}, doi = {10.1137/1.9781611976236.31}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GuoL020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HassenC20, author = {Mehadi Hassen and Philip K. Chan}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Learning a Neural-network-based Representation for Open Set Recognition}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {154--162}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.18}, doi = {10.1137/1.9781611976236.18}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HassenC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeCNW020, author = {Yi He and Sheng Chen and Thu Nguyen and Bruce A. Wade and Xindong Wu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {334--342}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.38}, doi = {10.1137/1.9781611976236.38}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeCNW020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ItoTSYI20, author = {Tomoki Ito and Kota Tsubouchi and Hiroki Sakaji and Tatsuo Yamashita and Kiyoshi Izumi}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {{SSNN:} Sentiment Shift Neural Network}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {262--270}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.30}, doi = {10.1137/1.9781611976236.30}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ItoTSYI20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JabbariC20, author = {Fattaneh Jabbari and Gregory F. Cooper}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {An Instance-Specific Algorithm for Learning the Structure of Causal Bayesian Networks Containing Latent Variables}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {433--441}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.49}, doi = {10.1137/1.9781611976236.49}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JabbariC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JalaliW0RS20, author = {Zeinab S. Jalali and Weixiang Wang and Myunghwan Kim and Hema Raghavan and Sucheta Soundarajan}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {On the Information Unfairness of Social Networks}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {613--521}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.69}, doi = {10.1137/1.9781611976236.69}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JalaliW0RS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiangH0S20, author = {Xunqiang Jiang and Binbin Hu and Yuan Fang and Chuan Shi}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Multiplex Memory Network for Collaborative Filtering}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {91--99}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.11}, doi = {10.1137/1.9781611976236.11}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JiangH0S20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JohanssonL20, author = {Ulf Johansson and Tuwe L{\"{o}}fstr{\"{o}}m}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Well-calibrated and specialized probability estimation trees}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {415--423}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.47}, doi = {10.1137/1.9781611976236.47}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JohanssonL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LaRockNSCES20, author = {Timothy LaRock and Vahan Nanumyan and Ingo Scholtes and Giona Casiraghi and Tina Eliassi{-}Rad and Frank Schweitzer}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {{HYPA:} Efficient Detection of Path Anomalies in Time Series Data on Networks}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {460--468}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.52}, doi = {10.1137/1.9781611976236.52}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LaRockNSCES20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LaishramSEPS20, author = {Ricky Laishram and Ahmet Erdem Sariy{\"{u}}ce and Tina Eliassi{-}Rad and Ali Pinar and Sucheta Soundarajan}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Residual Core Maximization: An Efficient Algorithm for Maximizing the Size of the \emph{k}-Core}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {325--333}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.37}, doi = {10.1137/1.9781611976236.37}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LaishramSEPS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LasserreSKBVS20, author = {Julia Lasserre and Abdul{-}Saboor Sheikh and Evgenii Koriagin and Urs Bergmann and Roland Vollgraf and Reza Shirvany}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Meta-Learning for Size and Fit Recommendation in Fashion}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {55--63}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.7}, doi = {10.1137/1.9781611976236.7}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LasserreSKBVS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeKMA20, author = {John Boaz Lee and Xiangnan Kong and Constance M. Moore and Nesreen K. Ahmed}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Parametric Model for Discovering Group-cohesive Functional Brain Regions}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {631--639}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.71}, doi = {10.1137/1.9781611976236.71}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeKMA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiGZCB20, author = {Xinyan Li and Qilong Gu and Yingxue Zhou and Tiancong Chen and Arindam Banerjee}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Hessian based analysis of {SGD} for Deep Nets: Dynamics and Generalization}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {190--198}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.22}, doi = {10.1137/1.9781611976236.22}, timestamp = {Wed, 27 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiGZCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiIASGK20, author = {Yitao Li and Umar Islambekov and Cuneyt Gurcan Akcora and Ekaterina Smirnova and Yulia R. Gel and Murat Kantarcioglu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph?}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {523--531}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.59}, doi = {10.1137/1.9781611976236.59}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiIASGK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiQZL20, author = {Yang Li and Buyue Qian and Xianli Zhang and Hui Liu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Knowledge guided diagnosis prediction via graph spatial-temporal network}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {19--27}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.3}, doi = {10.1137/1.9781611976236.3}, timestamp = {Fri, 17 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiQZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LinWMC20, author = {Suwen Lin and Xian Wu and Gonzalo J. Mart{\'{\i}}nez and Nitesh V. Chawla}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Filling Missing Values on Wearable-Sensory Time Series Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {46--54}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.6}, doi = {10.1137/1.9781611976236.6}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LinWMC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuLSL20, author = {Guiliang Liu and Xu Li and Mingming Sun and Ping Li}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {An Advantage Actor-Critic Algorithm with Confidence Exploration for Open Information Extraction}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {217--225}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.25}, doi = {10.1137/1.9781611976236.25}, timestamp = {Sat, 06 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuLSL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuPY20, author = {Siwu Liu and Ji Hwan Park and Shinjae Yoo}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Efficient and Effective Graph Convolution Networks}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {388--396}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.44}, doi = {10.1137/1.9781611976236.44}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuPY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuWGAY20, author = {Zhiwei Liu and Mengting Wan and Stephen Guo and Kannan Achan and Philip S. Yu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {64--72}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.8}, doi = {10.1137/1.9781611976236.8}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuWGAY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaWGXZ20, author = {Fenglong Ma and Yaqing Wang and Jing Gao and Houping Xiao and Jing Zhou}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Rare Disease Prediction by Generating Quality-Assured Electronic Health Records}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {514--522}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.58}, doi = {10.1137/1.9781611976236.58}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MaWGXZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MartinM20, author = {Charles H. Martin and Michael W. Mahoney}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {505--513}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.57}, doi = {10.1137/1.9781611976236.57}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MartinM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MatsunoG20, author = {Ryuta Matsuno and Aristides Gionis}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Improved mixing time for \emph{k}-subgraph sampling}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {568--576}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.64}, doi = {10.1137/1.9781611976236.64}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MatsunoG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MayaYNU20, author = {Shigeru Maya and Akihiro Yamaguchi and Kaneharu Nishino and Ken Ueno}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Lag-Aware Multivariate Time-Series Segmentation}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {622--630}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.70}, doi = {10.1137/1.9781611976236.70}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MayaYNU20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MitraVPR20, author = {Anasua Mitra and Priyesh Vijayan and Srinivasan Parthasarathy and Balaraman Ravindran}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {A Unified Non-Negative Matrix Factorization Framework for Semi Supervised Learning on Graphs}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {487--495}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.55}, doi = {10.1137/1.9781611976236.55}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MitraVPR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MuralidharBCHRT20, author = {Nikhil Muralidhar and Jie Bu and Ze Cao and Long He and Naren Ramakrishnan and Danesh K. Tafti and Anuj Karpatne}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction in Assembly}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {559--567}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.63}, doi = {10.1137/1.9781611976236.63}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MuralidharBCHRT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NayakGJMK20, author = {Guruprasad Nayak and Rahul Ghosh and Xiaowei Jia and Varun Mithal and Vipin Kumar}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {253--261}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.29}, doi = {10.1137/1.9781611976236.29}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NayakGJMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OettershagenK0M20, author = {Lutz Oettershagen and Nils M. Kriege and Christopher Morris and Petra Mutzel}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Temporal Graph Kernels for Classifying Dissemination Processes}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {496--504}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.56}, doi = {10.1137/1.9781611976236.56}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OettershagenK0M20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OhsakaSY20, author = {Naoto Ohsaka and Tomoya Sakai and Akihiro Yabe}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {A Predictive Optimization Framework for Hierarchical Demand Matching}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {172--180}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.20}, doi = {10.1137/1.9781611976236.20}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/OhsakaSY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SaitoSN20, author = {Yuta Saito and Hayato Sakata and Kazuhide Nakata}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Cost-Effective and Stable Policy Optimization Algorithm for Uplift Modeling with Multiple Treatments}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {406--414}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.46}, doi = {10.1137/1.9781611976236.46}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SaitoSN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ScharwachterM20, author = {Erik Scharw{\"{a}}chter and Emmanuel M{\"{u}}ller}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Two-Sample Testing for Event Impacts in Time Series}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {10--18}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.2}, doi = {10.1137/1.9781611976236.2}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ScharwachterM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/StanleyGWK20, author = {Jay S. Stanley III and Scott Gigante and Guy Wolf and Smita Krishnaswamy}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Harmonic Alignment}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {316--324}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.36}, doi = {10.1137/1.9781611976236.36}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/StanleyGWK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TaoZ0MBRK20, author = {Rongrong Tao and Baojian Zhou and Feng Chen and David Mares and Patrick Butler and Naren Ramakrishnan and Ryan Kennedy}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Detecting Media Self-Censorship without Explicit Training Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {550--558}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.62}, doi = {10.1137/1.9781611976236.62}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/TaoZ0MBRK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ThejaswiG20, author = {Suhas Thejaswi and Aristides Gionis}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Pattern detection in large temporal graphs using algebraic fingerprints}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {37--45}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.5}, doi = {10.1137/1.9781611976236.5}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ThejaswiG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TsitsikasP20, author = {Yorgos Tsitsikas and Evangelos E. Papalexakis}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {\emph{NSVD}: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {667--675}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.75}, doi = {10.1137/1.9781611976236.75}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TsitsikasP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TuYWDZ20, author = {Jingzheng Tu and Guoxian Yu and Jun Wang and Carlotta Domeniconi and Xiangliang Zhang}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Attention-Aware Answers of the Crowd}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {451--459}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.51}, doi = {10.1137/1.9781611976236.51}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TuYWDZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/VercruyssenMD20, author = {Vincent Vercruyssen and Wannes Meert and Jesse Davis}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {"Now you see it, now you don't!" Detecting Suspicious Pattern Absences in Continuous Time Series}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {127--135}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.15}, doi = {10.1137/1.9781611976236.15}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/VercruyssenMD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangWFLT20, author = {Wentao Wang and Suhang Wang and Wenqi Fan and Zitao Liu and Jiliang Tang}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Global-and-Local Aware Data Generation for the Class Imbalance Problem}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {307--315}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.35}, doi = {10.1137/1.9781611976236.35}, timestamp = {Mon, 11 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangWFLT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WilsonTL20, author = {Tyler Wilson and Pang{-}Ning Tan and Lifeng Luo}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Convolutional Methods for Predictive Modeling of Geospatial Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {28--36}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.4}, doi = {10.1137/1.9781611976236.4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WilsonTL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuKID20, author = {Chieh Wu and Zulqarnain Khan and Stratis Ioannidis and Jennifer G. Dy}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Kernel Learning for Clustering}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {640--648}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.72}, doi = {10.1137/1.9781611976236.72}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WuKID20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiaoZZS20, author = {Wenyi Xiao and Huan Zhao and Vincent W. Zheng and Yangqiu Song}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Vertex-reinforced Random Walk for Network Embedding}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {595--603}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.67}, doi = {10.1137/1.9781611976236.67}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XiaoZZS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuRM20, author = {Peng Xu and Fred Roosta and Michael W. Mahoney}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Second-order Optimization for Non-convex Machine Learning: an Empirical Study}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {199--207}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.23}, doi = {10.1137/1.9781611976236.23}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuRM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YamaguchiMMU20, author = {Akihiro Yamaguchi and Shigeru Maya and Kohei Maruchi and Ken Ueno}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {LTSpAUC: Learning Time-series Shapelets for Optimizing Partial {AUC}}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {1--9}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.1}, doi = {10.1137/1.9781611976236.1}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YamaguchiMMU20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YanMHY20, author = {Xiaoqiang Yan and Yiqiao Mao and Shizhe Hu and Yangdong Ye}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Heterogeneous Dual-Task Clustering with Visual-Textual Information}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {658--666}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.74}, doi = {10.1137/1.9781611976236.74}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YanMHY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangHS20, author = {Bo Yang and Kejun Huang and Nicholas D. Sidiropoulos}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Identifying Potential Investors with Data Driven Approaches}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {235--243}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.27}, doi = {10.1137/1.9781611976236.27}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YangHS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangLDZJH20, author = {Fan Yang and Ninghao Liu and Mengnan Du and Kaixiong Zhou and Shuiwang Ji and Xia Hu}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Neural Networks with Knowledge Instillation}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {370--378}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.42}, doi = {10.1137/1.9781611976236.42}, timestamp = {Tue, 30 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangLDZJH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YouKS20, author = {Hongyuan You and Furkan Kocayusufoglu and Ambuj K. Singh}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {{DANR:} Discrepancy-aware Network Regularization}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {208--216}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.24}, doi = {10.1137/1.9781611976236.24}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YouKS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangG020, author = {Li Zhang and Yifeng Gao and Jessica Lin}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Semantic Discord: Finding Unusual Local Patterns for Time Series}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {136--144}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.16}, doi = {10.1137/1.9781611976236.16}, timestamp = {Fri, 30 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangG020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangG20, author = {Guangyi Zhang and Aristides Gionis}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Maximizing diversity over clustered data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {649--657}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.73}, doi = {10.1137/1.9781611976236.73}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangM20, author = {Hengrui Zhang and Julian J. McAuley}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Stacked Mixed-Order Graph Convolutional Networks for Collaborative Filtering}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {73--81}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.9}, doi = {10.1137/1.9781611976236.9}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangRD20, author = {Hongjing Zhang and S. S. Ravi and Ian Davidson}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {A Graph-Based Approach for Active Learning in Regression}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {280--288}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.32}, doi = {10.1137/1.9781611976236.32}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangRD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangZWBSY20, author = {Yinghua Zhang and Yu Zhang and Ying Wei and Kun Bai and Yangqiu Song and Qiang Yang}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Fisher Deep Domain Adaptation}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {469--477}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.53}, doi = {10.1137/1.9781611976236.53}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangZWBSY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangZWLM20, author = {Rong Zhang and Qifei Zhou and Bo Wu and Weiping Li and Tong Mo}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {What Do Questions Exactly Ask? {MFAE:} Duplicate Question Identification with Multi-Fusion Asking Emphasis}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {226--234}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.26}, doi = {10.1137/1.9781611976236.26}, timestamp = {Wed, 19 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangZWLM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangZZZZZW20, author = {Yan Zhang and Zhao Zhang and Zheng Zhang and Mingbo Zhao and Li Zhang and Zhengjun Zha and Meng Wang}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Deep Self-representative Concept Factorization Network for Representation Learning}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {361--369}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.41}, doi = {10.1137/1.9781611976236.41}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangZZZZZW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2020, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, publisher = {{SIAM}}, year = {2020}, note = {The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume.}, url = {https://doi.org/10.1137/1.9781611976236}, doi = {10.1137/1.9781611976236}, isbn = {978-1-61197-623-6}, timestamp = {Mon, 20 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AbbasiFSV19, author = {Mohsen Abbasi and Sorelle A. Friedler and Carlos Scheidegger and Suresh Venkatasubramanian}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Fairness in representation: quantifying stereotyping as a representational harm}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {801--809}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.90}, doi = {10.1137/1.9781611975673.90}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AbbasiFSV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AmsalegCHKRT19, author = {Laurent Amsaleg and Oussama Chelly and Michael E. Houle and Ken{-}ichi Kawarabayashi and Milos Radovanovic and Weeris Treeratanajaru}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Intrinsic Dimensionality Estimation within Tight Localities}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {181--189}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.21}, doi = {10.1137/1.9781611975673.21}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AmsalegCHKRT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ArrigoT19, author = {Francesca Arrigo and Francesco Tudisco}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Multi-Dimensional, Multilayer, Nonlinear and Dynamic {HITS}}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {369--377}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.42}, doi = {10.1137/1.9781611975673.42}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ArrigoT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AshfahaniP19, author = {Andri Ashfahani and Mahardhika Pratama}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {666--674}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.75}, doi = {10.1137/1.9781611975673.75}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AshfahaniP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AumullerC19, author = {Martin Aum{\"{u}}ller and Matteo Ceccarello}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Benchmarking Nearest Neighbor Search: Influence of Local Intrinsic Dimensionality and Result Diversity in Real-World Datasets}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {14--23}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/article\_3.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:21 +0100}, biburl = {https://dblp.org/rec/conf/sdm/AumullerC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BatarsehK19, author = {Feras Batarseh and Ajay Kulkarni}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Context-Driven Data Mining Through Bias Removal and Incompleteness Mitigation}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {24--30}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/article\_1.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BatarsehK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BelaidBL19, author = {Mohamed{-}Bachir Belaid and Christian Bessiere and Nadjib Lazaar}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Constraint Programming for Association Rules}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {127--135}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.15}, doi = {10.1137/1.9781611975673.15}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BelaidBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BhowmikCXR19, author = {Avradeep Bhowmik and Minmin Chen and Zhengming Xing and Suju Rajan}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {EstImAgg: {A} Learning Framework for Groupwise Aggregated Data}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {477--485}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.54}, doi = {10.1137/1.9781611975673.54}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BhowmikCXR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BohnGO19, author = {Bastian Bohn and Michael Griebel and Jens Oettershagen}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {163--171}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.19}, doi = {10.1137/1.9781611975673.19}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BohnGO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BrowneMTVB19, author = {James Browne and Disa Mhembere and Tyler M. Tomita and Joshua T. Vogelstein and Randal C. Burns}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Forest Packing: Fast Parallel, Decision Forests}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {46--54}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.6}, doi = {10.1137/1.9781611975673.6}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BrowneMTVB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaiGJ19, author = {Lei Cai and Hongyang Gao and Shuiwang Ji}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {630--638}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.71}, doi = {10.1137/1.9781611975673.71}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CaiGJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Campello19, author = {Ricardo J. G. B. Campello}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Evaluation of Unsupervised Learning Results: Making the Seemingly Impossible Possible}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {4}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/invited\_1.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Campello19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CharoenphakdeeS19, author = {Nontawat Charoenphakdee and Masashi Sugiyama}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {271--279}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.31}, doi = {10.1137/1.9781611975673.31}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CharoenphakdeeS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenP19, author = {Liangzhe Chen and B. Aditya Prakash}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Joint Post and Link-level Influence Modeling on Social Media}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {262--270}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.30}, doi = {10.1137/1.9781611975673.30}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChengGSHL19, author = {Lu Cheng and Ruocheng Guo and Yasin N. Silva and Deborah L. Hall and Huan Liu}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Hierarchical Attention Networks for Cyberbullying Detection on the Instagram Social Network}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {235--243}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.27}, doi = {10.1137/1.9781611975673.27}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChengGSHL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DingLBL19, author = {Kaize Ding and Jundong Li and Rohit Bhanushali and Huan Liu}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Deep Anomaly Detection on Attributed Networks}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {594--602}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.67}, doi = {10.1137/1.9781611975673.67}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DingLBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FanFSLW19, author = {Miao Fan and Chao Feng and Mingming Sun and Ping Li and Haifeng Wang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Reading Customer Reviews to Answer Product-related Questions}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {567--575}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.64}, doi = {10.1137/1.9781611975673.64}, timestamp = {Mon, 12 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FanFSLW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FanWCHH19, author = {Yan Fan and Chengyu Wang and Boxing Chen and Zhongkai Hu and Xiaofeng He}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{SPMM:} {A} Soft Piecewise Mapping Model for Bilingual Lexicon Induction}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {244--252}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.28}, doi = {10.1137/1.9781611975673.28}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FanWCHH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FangCHF19, author = {Huang Fang and Minhao Cheng and Cho{-}Jui Hsieh and Michael P. Friedlander}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured Initialization}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {280--288}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.32}, doi = {10.1137/1.9781611975673.32}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FangCHF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Goethals19, author = {Bart Goethals}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Lessons Learned from the {FIMI} Workshops}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {42}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/invited\_3.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Goethals19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GolshanTT19, author = {Behzad Golshan and Evimaria Terzi and Panayiotis Tsaparas}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Recommendations for optimizing the collective user experience}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {792--800}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.89}, doi = {10.1137/1.9781611975673.89}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GolshanTT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuoDEKOCCI19, author = {Yuan Guo and Jennifer G. Dy and Deniz Erdogmus and Jayashree Kalpathy{-}Cramer and Susan Ostmo and J. Peter Campbell and Michael F. Chiang and Stratis Ioannidis}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Accelerated Experimental Design for Pairwise Comparisons}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {432--440}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.49}, doi = {10.1137/1.9781611975673.49}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/GuoDEKOCCI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanCSGO19, author = {Chao Han and Xi Hang Cao and Marija Stanojevic and Mohamed F. Ghalwash and Zoran Obradovic}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {360--368}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.41}, doi = {10.1137/1.9781611975673.41}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanCSGO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeQR19, author = {Jiayuan He and Jianzhong Qi and Kotagiri Ramamohanarao}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Query-Aware Bayesian Committee Machine for Scalable Gaussian Process Regression}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {208--216}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.24}, doi = {10.1137/1.9781611975673.24}, timestamp = {Thu, 06 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HeQR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HendersonMDKSGH19, author = {Jette Henderson and Bradley A. Malin and Joshua C. Denny and Abel N. Kho and Jimeng Sun and Joydeep Ghosh and Joyce C. Ho}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{CP} Tensor Decomposition with Cannot-Link Intermode Constraints}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {711--719}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.80}, doi = {10.1137/1.9781611975673.80}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HendersonMDKSGH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HooiF19, author = {Bryan Hooi and Christos Faloutsos}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Branch and Border: Partition-Based Change Detection in Multivariate Time Series}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {504--512}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.57}, doi = {10.1137/1.9781611975673.57}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HooiF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HooiSLF19, author = {Bryan Hooi and Kijung Shin and Shenghua Liu and Christos Faloutsos}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {621--629}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.70}, doi = {10.1137/1.9781611975673.70}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HooiSLF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaLKNKK19, author = {Xiaowei Jia and Sheng Li and Ankush Khandelwal and Guruprasad Nayak and Anuj Karpatne and Vipin Kumar}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {513--521}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.58}, doi = {10.1137/1.9781611975673.58}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JiaLKNKK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaNKKK19, author = {Xiaowei Jia and Guruprasad Nayak and Ankush Khandelwal and Anuj Karpatne and Vipin Kumar}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {540--548}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.61}, doi = {10.1137/1.9781611975673.61}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JiaNKKK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaWKRZSK19, author = {Xiaowei Jia and Jared Willard and Anuj Karpatne and Jordan S. Read and Jacob Zwart and Michael S. Steinbach and Vipin Kumar}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Physics Guided RNNs for Modeling Dynamical Systems: {A} Case Study in Simulating Lake Temperature Profiles}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {558--566}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.63}, doi = {10.1137/1.9781611975673.63}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JiaWKRZSK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JohanssonLB19, author = {Ulf Johansson and Tuwe L{\"{o}}fstr{\"{o}}m and Henrik Bostr{\"{o}}m}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Calibrating Probability Estimation Trees using Venn-Abers Predictors}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {28--36}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.4}, doi = {10.1137/1.9781611975673.4}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JohanssonLB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KaltenpothV19, author = {David Kaltenpoth and Jilles Vreeken}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {We Are Not Your Real Parents: Telling Causal from Confounded using {MDL}}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {199--207}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.23}, doi = {10.1137/1.9781611975673.23}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KaltenpothV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Kandanaarachchi19, author = {Sevvandi Kandanaarachchi and Mario A. Mu{\~{n}}oz and Kate Smith{-}Miles}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Instance Space Analysis for Unsupervised Outlier Detection}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {32--41}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/article\_4.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Kandanaarachchi19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KeneshlooRR19, author = {Yaser Keneshloo and Naren Ramakrishnan and Chandan K. Reddy}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Deep Transfer Reinforcement Learning for Text Summarization}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {675--683}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.76}, doi = {10.1137/1.9781611975673.76}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KeneshlooRR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KimKLK19, author = {Raehyun Kim and Hyunjae Kim and Janghyuk Lee and Jaewoo Kang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {765--773}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.86}, doi = {10.1137/1.9781611975673.86}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KimKLK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KlosterSP19, author = {Kyle Kloster and Blair D. Sullivan and Andrew van der Poel}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Mining Maximal Induced Bicliques using Odd Cycle Transversals}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {324--332}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.37}, doi = {10.1137/1.9781611975673.37}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KlosterSP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KylasaRMG19, author = {Sudhir B. Kylasa and Fred (Farbod) Roosta and Michael W. Mahoney and Ananth Grama}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{GPU} Accelerated Sub-Sampled Newton's Method for Convex Classification Problems}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {702--710}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.79}, doi = {10.1137/1.9781611975673.79}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KylasaRMG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LambaA19, author = {Hemank Lamba and Leman Akoglu}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Learning On-the-Job to Re-rank Anomalies from Top-1 Feedback}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {612--620}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.69}, doi = {10.1137/1.9781611975673.69}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LambaA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LandeiroTC19, author = {Virgile Landeiro and Tuan Tran and Aron Culotta}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Discovering and Controlling for Latent Confounds in Text Classification Using Adversarial Domain Adaptation}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {298--305}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.34}, doi = {10.1137/1.9781611975673.34}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LandeiroTC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LavaniaB19, author = {Chandrashekhar Lavania and Jeff A. Bilmes}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Auto-Summarization: {A} Step Towards Unsupervised Learning of a Submodular Mixture}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {396--404}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.45}, doi = {10.1137/1.9781611975673.45}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LavaniaB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LezcanoA19, author = {Christian Lezcano and Marta Arias}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Characterizing Transactional Databases for Frequent Itemset Mining}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {44--53}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/article\_5.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LezcanoA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiCGLCG19, author = {Dongsheng Li and Chao Chen and Zhilin Gong and Tun Lu and Stephen M. Chu and Ning Gu}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Collaborative Filtering with Noisy Ratings}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {747--755}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.84}, doi = {10.1137/1.9781611975673.84}, timestamp = {Sat, 21 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiCGLCG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiL19, author = {Xiaosheng Li and Jessica Lin}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Linear Time Motif Discovery in Time Series}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {136--144}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.16}, doi = {10.1137/1.9781611975673.16}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZL19, author = {Dingcheng Li and Jingyuan Zhang and Ping Li}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{TMSA:} {A} Mutual Learning Model for Topic Discovery and Word Embedding}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {684--692}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.77}, doi = {10.1137/1.9781611975673.77}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZLLH19, author = {Sha Li and Chao Zhang and Dongming Lei and Ji Li and Jiawei Han}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {GeoAttn: Localization of Social Media Messages via Attentional Memory Network}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {64--72}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.8}, doi = {10.1137/1.9781611975673.8}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZLLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiangWMQH19, author = {Xiaoyuan Liang and Guiling Wang and Martin Renqiang Min and Yi Qi and Zhu Han}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {100--108}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.12}, doi = {10.1137/1.9781611975673.12}, timestamp = {Wed, 05 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiangWMQH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LinWW19, author = {Li Lin and Lijie Wen and Jianmin Wang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {MM-Pred: {A} Deep Predictive Model for Multi-attribute Event Sequence}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {118--126}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.14}, doi = {10.1137/1.9781611975673.14}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LinWW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuLFL19, author = {Chaochun Liu and Yaliang Li and Hongliang Fei and Ping Li}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Deep Skip-Gram Networks for Text Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {145--153}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.17}, doi = {10.1137/1.9781611975673.17}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuLFL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuLWT19, author = {Kai Liu and Qiuwei Li and Hua Wang and Gongguo Tang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Spherical Principal Component Analysis}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {387--395}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.44}, doi = {10.1137/1.9781611975673.44}, timestamp = {Thu, 29 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuLWT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuTZ19, author = {Boyang Liu and Pang{-}Ning Tan and Jiayu Zhou}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Augmented Multi-Task Learning by Optimal Transport}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {19--27}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.3}, doi = {10.1137/1.9781611975673.3}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuTZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuZLYZSH19, author = {Chenghao Liu and Teng Zhang and Jundong Li and Jianwen Yin and Peilin Zhao and Jianling Sun and Steven C. H. Hoi}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Robust Factorization Machine: {A} Doubly Capped Norms Minimization}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {738--746}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.83}, doi = {10.1137/1.9781611975673.83}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuZLYZSH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuZSGK19, author = {Yike Liu and Linhong Zhu and Pedro A. Szekely and Aram Galstyan and Danai Koutra}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Coupled Clustering of Time-Series and Networks}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {531--539}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.60}, doi = {10.1137/1.9781611975673.60}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuZSGK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LuoH19, author = {Zhipeng Luo and Milos Hauskrecht}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Region-Based Active Learning with Hierarchical and Adaptive Region Construction}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {441--449}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.50}, doi = {10.1137/1.9781611975673.50}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LuoH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaWAYT19, author = {Yao Ma and Suhang Wang and Charu C. Aggarwal and Dawei Yin and Jiliang Tang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Multi-dimensional Graph Convolutional Networks}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {657--665}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.74}, doi = {10.1137/1.9781611975673.74}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MaWAYT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaraLB19, author = {Alexandru Mara and Jefrey Lijffijt and Tijl De Bie}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {5--13}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/article\_2.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MaraLB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MeertensDHT19, author = {Q. A. Meertens and C. G. H. Diks and H. Jaap van den Herik and Frank W. Takes}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {A Bayesian Approach for Accurate Classification-Based Aggregates}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {306--314}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.35}, doi = {10.1137/1.9781611975673.35}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MeertensDHT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MinatoKIMK19, author = {Shin{-}ichi Minato and Jun Kawahara and Fumio Ishioka and Masahiro Mizuta and Koji Kurihara}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {A Fast Algorithm for Combinatorial Hotspot Mining Based on Spatial Scan Statistic}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {91--99}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.11}, doi = {10.1137/1.9781611975673.11}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MinatoKIMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MojsilovicU19, author = {Stefan Mojsilovic and Antti Ukkonen}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Relative distance comparisons with confidence judgements}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {459--467}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.52}, doi = {10.1137/1.9781611975673.52}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MojsilovicU19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenHN19, author = {Thi{-}Huyen Nguyen and Tuan{-}Anh Hoang and Wolfgang Nejdl}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Efficient Summarizing of Evolving Events from Twitter Streams}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {226--234}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.26}, doi = {10.1137/1.9781611975673.26}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenHN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenTGRBV19, author = {Phuoc Nguyen and Truyen Tran and Sunil Gupta and Santu Rana and Matthew Barnett and Svetha Venkatesh}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Incomplete Conditional Density Estimation for Fast Materials Discovery}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {549--557}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.62}, doi = {10.1137/1.9781611975673.62}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenTGRBV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NtoutsiSZZ19, author = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning {(EDML} 2019)}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {1--3}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/summary.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NtoutsiSZZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OkajimaS19, author = {Yuzuru Okajima and Kunihiko Sadamasa}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Decision List Optimization based on Continuous Relaxation}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {315--323}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.36}, doi = {10.1137/1.9781611975673.36}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OkajimaS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OktayAJ19, author = {H{\"{u}}seyin Oktay and Akanksha Atrey and David D. Jensen}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Identifying When Effect Restoration Will Improve Estimates of Causal Effect}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {190--198}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.22}, doi = {10.1137/1.9781611975673.22}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OktayAJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PanLZLSLL19, author = {Menghai Pan and Yanhua Li and Xun Zhou and Zhenming Liu and Rui Song and Hui Lu and Jun Luo}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Dissecting the Learning Curve of Taxi Drivers: {A} Data-Driven Approach}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {783--791}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.88}, doi = {10.1137/1.9781611975673.88}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PanLZLSLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PelissierNT19, author = {Aur{\'{e}}lien P{\'{e}}lissier and Atsuyoshi Nakamura and Koji Tabata}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Feature selection as Monte-Carlo Search in Growing Single Rooted Directed Acyclic Graph by Best Leaf Identification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {450--458}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.51}, doi = {10.1137/1.9781611975673.51}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PelissierNT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PhanI19, author = {Dzung T. Phan and Tsuyoshi Id{\'{e}}}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {\emph{{\(\mathscr{l}\)}}\({}_{\mbox{0}}\)-Regularized Sparsity for Probabilistic Mixture Models}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {172--180}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.20}, doi = {10.1137/1.9781611975673.20}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/PhanI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Radovanovic19, author = {Milos Radovanovic}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Clustering Evaluation in High-Dimensional Data}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {43}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/invited\_4.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Radovanovic19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ReddyCR19, author = {Revanth Reddy and Sarath Chandar and Balaraman Ravindran}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Edge Replacement Grammars : {A} Formal Language Approach for Generating Graphs}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {351--359}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.40}, doi = {10.1137/1.9781611975673.40}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ReddyCR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO19, author = {Shoumik Roychoudhury and Fang Zhou and Zoran Obradovic}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {495--503}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.56}, doi = {10.1137/1.9781611975673.56}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SaitoSN19, author = {Yuta Saito and Hayato Sakata and Kazuhide Nakata}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Doubly Robust Prediction and Evaluation Methods Improve Uplift Modeling for Observational Data}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {468--476}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.53}, doi = {10.1137/1.9781611975673.53}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SaitoSN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Saldias-Fuentes19, author = {Bel{\'{e}}n Sald{\'{\i}}as{-}Fuentes and Pavlos Protopapas and Karim Pichara B.}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {756--764}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.85}, doi = {10.1137/1.9781611975673.85}, timestamp = {Sat, 14 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Saldias-Fuentes19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShenWLDZY19, author = {Ying Shen and Desi Wen and Yaliang Li and Nan Du and Haitao Zheng and Min Yang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Path-based Attribute-aware Representation Learning for Relation Prediction}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {639--647}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.72}, doi = {10.1137/1.9781611975673.72}, timestamp = {Wed, 16 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShenWLDZY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShiCZLZKSM19, author = {Hongzhi Shi and Hancheng Cao and Xiangxin Zhou and Yong Li and Chao Zhang and Vassilis Kostakos and Funing Sun and Fanchao Meng}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Semantics-Aware Hidden Markov Model for Human Mobility}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {774--782}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.87}, doi = {10.1137/1.9781611975673.87}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShiCZLZKSM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Smith-Miles19, author = {Kate Smith{-}Miles}, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Instance Spaces for Objective Assessment of Algorithms and Benchmark Test Suites}, booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, pages = {31}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436/invited\_2.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Smith-Miles19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SunJLCH19, author = {Yidan Sun and Guiyuan Jiang and Siew{-}Kei Lam and Shicheng Chen and Peilan He}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Bus Travel Speed Prediction using Attention Network of Heterogeneous Correlation Features}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {73--81}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.9}, doi = {10.1137/1.9781611975673.9}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SunJLCH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TanPW19, author = {Chang Wei Tan and Fran{\c{c}}ois Petitjean and Geoffrey I. Webb}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Elastic bands across the path: {A} new framework and method to lower bound {DTW}}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {522--530}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.59}, doi = {10.1137/1.9781611975673.59}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TanPW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TattiM19, author = {Nikolaj Tatti and Pauli Miettinen}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Boolean matrix factorization meets consecutive ones property}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {729--737}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.82}, doi = {10.1137/1.9781611975673.82}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TattiM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/UbaruSS19, author = {Shashanka Ubaru and Abd{-}Krim Seghouane and Yousef Saad}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Find the dimension that counts: Fast dimension estimation and Krylov {PCA}}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {720--728}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.81}, doi = {10.1137/1.9781611975673.81}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/UbaruSS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/VeldtKG19, author = {Nate Veldt and Christine Klymko and David F. Gleich}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Flow-Based Local Graph Clustering with Better Seed Set Inclusion}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {378--386}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.43}, doi = {10.1137/1.9781611975673.43}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/VeldtKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangBLTZ19, author = {Qi Wang and Claire Boudreau and Qixing Luo and Pang{-}Ning Tan and Jiayu Zhou}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Deep Multi-view Information Bottleneck}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {37--45}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.5}, doi = {10.1137/1.9781611975673.5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangBLTZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangCLLTNRCY19, author = {Shen Wang and Zhengzhang Chen and Ding Li and Zhichun Li and Lu{-}An Tang and Jingchao Ni and Junghwan Rhee and Haifeng Chen and Philip S. Yu}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {693--701}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.78}, doi = {10.1137/1.9781611975673.78}, timestamp = {Wed, 10 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangCLLTNRCY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangHZ19, author = {Tian{-}Zuo Wang and Sheng{-}Jun Huang and Zhi{-}Hua Zhou}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Towards Identifying Causal Relation Between Instances and Labels}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {289--297}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.33}, doi = {10.1137/1.9781611975673.33}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangHZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangWBSSZ19, author = {Yakun Wang and Ga Wu and Mohamed Reda Bouadjenek and Scott Sanner and Sen Su and Zhongbao Zhang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {217--225}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.25}, doi = {10.1137/1.9781611975673.25}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangWBSSZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangYJ19, author = {Zhengyang Wang and Hao Yuan and Shuiwang Ji}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {648--656}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.73}, doi = {10.1137/1.9781611975673.73}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangYJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XieS19, author = {Yiqun Xie and Shashi Shekhar}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: {A} Summary of Results}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {82--90}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.10}, doi = {10.1137/1.9781611975673.10}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XieS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuCZNSYCCZ19, author = {Dongkuan Xu and Wei Cheng and Bo Zong and Jingchao Ni and Dongjin Song and Wenchao Yu and Yuncong Chen and Haifeng Chen and Xiang Zhang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Deep Co-Clustering}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {414--422}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.47}, doi = {10.1137/1.9781611975673.47}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuCZNSYCCZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangC19, author = {Carl Yang and Kevin Chang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Relationship Profiling over Social Networks: Reverse Smoothness from Similarity to Closeness}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {342--350}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.39}, doi = {10.1137/1.9781611975673.39}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YangC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YaoLLZHGZ19, author = {Liuyi Yao and Yaliang Li and Yezheng Li and Hengtong Zhang and Mengdi Huai and Jing Gao and Aidong Zhang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{DTEC:} Distance Transformation Based Early Time Series Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {486--494}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.55}, doi = {10.1137/1.9781611975673.55}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YaoLLZHGZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YaoYWWDG19, author = {Shixin Yao and Guoxian Yu and Xing Wang and Jun Wang and Carlotta Domeniconi and Maozu Guo}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Discovering Multiple Co-Clusterings in Subspaces}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {423--431}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.48}, doi = {10.1137/1.9781611975673.48}, timestamp = {Wed, 11 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YaoYWWDG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YiLGLYZ19, author = {Jinfeng Yi and Qi Lei and Wesley M. Gifford and Ji Liu and Junchi Yan and Bowen Zhou}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {55--63}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.7}, doi = {10.1137/1.9781611975673.7}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YiLGLYZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YousefzadehOL19, author = {Roozbeh Yousefzadeh and Diane Oyen and Nina Lanza}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Learning Diverse Gaussian Graphical Models and Interpreting Edges}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {405--413}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.46}, doi = {10.1137/1.9781611975673.46}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YousefzadehOL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangB19, author = {Lin Zhang and Petko Bogdanov}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{DSL:} Discriminative Subgraph Learning via Sparse Self-Representation}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {333--341}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.38}, doi = {10.1137/1.9781611975673.38}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangGM19, author = {Wenyu Zhang and Daniel E. Gilbert and David S. Matteson}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{ABACUS:} Unsupervised Multivariate Change Detection via Bayesian Source Separation}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {603--611}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.68}, doi = {10.1137/1.9781611975673.68}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangGM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangQLWZSZ19, author = {Xianli Zhang and Buyue Qian and Xiaoyu Li and Jishang Wei and Yingqian Zheng and Lingyun Song and Qinghua Zheng}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {An Interpretable Fast Model for Predicting The Risk of Heart Failure}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {576--584}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.65}, doi = {10.1137/1.9781611975673.65}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangQLWZSZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoNHL19, author = {Yue Zhao and Zain Nasrullah and Maciej K. Hryniewicki and Zheng Li}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{LSCP:} Locally Selective Combination in Parallel Outlier Ensembles}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {585--593}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.66}, doi = {10.1137/1.9781611975673.66}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoNHL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhengCH19, author = {Lecheng Zheng and Yu Cheng and Jingrui He}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Deep Multimodality Model for Multi-task Multi-view Learning}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {10--18}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.2}, doi = {10.1137/1.9781611975673.2}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhengCH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouSDY19, author = {Peng Zhou and Yi{-}Dong Shen and Liang Du and Fan Ye}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Incremental Multi-view Support Vector Machine}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {1--9}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.1}, doi = {10.1137/1.9781611975673.1}, timestamp = {Sat, 28 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhouSDY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouSW19, author = {Xiaofeng Zhou and Ali Sadeghian and Daisy Zhe Wang}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Mining Rules Incrementally over Large Knowledge Bases}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {154--162}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.18}, doi = {10.1137/1.9781611975673.18}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouSW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhuangHH19, author = {Honglei Zhuang and Timothy P. Hanratty and Jiawei Har}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Aspect-Based Sentiment Analysis with Minimal Guidance}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {253--261}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.29}, doi = {10.1137/1.9781611975673.29}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhuangHH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhuangKR19, author = {Zhongfang Zhuang and Xiangnan Kong and Elke A. Rundensteiner}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {{AMAS:} Attention Model for Attributed Sequence Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {109--117}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.13}, doi = {10.1137/1.9781611975673.13}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhuangKR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2019, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673}, doi = {10.1137/1.9781611975673}, isbn = {978-1-61197-567-3}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2019edml, editor = {Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann}, title = {Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with {SIAM} International Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada, May 4th, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2436}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2436}, urn = {urn:nbn:de:0074-2436-7}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/2019edml.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0002LNVP18, author = {Dang Nguyen and Wei Luo and Tu Dinh Nguyen and Svetha Venkatesh and Dinh Q. Phung}, editor = {Martin Ester and Dino Pedreschi}, title = {Learning Graph Representation via Frequent Subgraphs}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {306--314}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.35}, doi = {10.1137/1.9781611975321.35}, timestamp = {Tue, 14 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/0002LNVP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0006LML18, author = {Liang Wu and Jundong Li and Fred Morstatter and Huan Liu}, editor = {Martin Ester and Dino Pedreschi}, title = {Toward Relational Learning with Misinformation}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {711--719}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.80}, doi = {10.1137/1.9781611975321.80}, timestamp = {Thu, 30 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0006LML18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AdhikariRPV18, author = {Bijaya Adhikari and Pavan Rangudu and B. Aditya Prakash and Anil Vullikanti}, editor = {Martin Ester and Dino Pedreschi}, title = {Near-Optimal Mapping of Network States using Probes}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {108--116}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.12}, doi = {10.1137/1.9781611975321.12}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AdhikariRPV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Amornbunchornvej18, author = {Chainarong Amornbunchornvej and Tanya Y. Berger{-}Wolf}, editor = {Martin Ester and Dino Pedreschi}, title = {Framework for Inferring Leadership Dynamics of Complex Movement from Time Series}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {549--557}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.62}, doi = {10.1137/1.9781611975321.62}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Amornbunchornvej18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Ando18, author = {Shin Ando}, editor = {Martin Ester and Dino Pedreschi}, title = {Discriminative Prototype Set Learning for Nearest Neighbor Classification}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {468--476}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.53}, doi = {10.1137/1.9781611975321.53}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Ando18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BaiWD18, author = {Zilong Bai and Peter B. Walker and Ian Davidson}, editor = {Martin Ester and Dino Pedreschi}, title = {Mixtures of Block Models for Brain Networks}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {46--54}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.6}, doi = {10.1137/1.9781611975321.6}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BaiWD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BentoI18, author = {Jos{\'{e}} Bento and Stratis Ioannidis}, editor = {Martin Ester and Dino Pedreschi}, title = {A Family of Tractable Graph Distances}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {333--341}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.38}, doi = {10.1137/1.9781611975321.38}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BentoI18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BrillFFJNS18, author = {Markus Brill and Till Fluschnik and Vincent Froese and Brijnesh J. Jain and Rolf Niedermeier and David Schultz}, editor = {Martin Ester and Dino Pedreschi}, title = {Exact Mean Computation in Dynamic Time Warping Spaces}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {540--548}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.61}, doi = {10.1137/1.9781611975321.61}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BrillFFJNS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BudhathokiV18, author = {Kailash Budhathoki and Jilles Vreeken}, editor = {Martin Ester and Dino Pedreschi}, title = {Causal Inference on Event Sequences}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {55--63}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.7}, doi = {10.1137/1.9781611975321.7}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BudhathokiV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaiZR18, author = {Xingyu Cai and Shanglin Zhou and Sanguthevar Rajasekaran}, editor = {Martin Ester and Dino Pedreschi}, title = {{JUMP:} {A} Fast Deterministic Algorithm to Find the Closest Pair of Subsequences}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {73--80}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.9}, doi = {10.1137/1.9781611975321.9}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CaiZR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChaudhariMT18, author = {Harshal A. Chaudhari and Michael Mathioudakis and Evimaria Terzi}, editor = {Martin Ester and Dino Pedreschi}, title = {Markov Chain Monitoring}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {441--449}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.50}, doi = {10.1137/1.9781611975321.50}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChaudhariMT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenTCXZ18, author = {Muhao Chen and Yingtao Tian and Xuelu Chen and Zijun Xue and Carlo Zaniolo}, editor = {Martin Ester and Dino Pedreschi}, title = {On2Vec: Embedding-based Relation Prediction for Ontology Population}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {315--323}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.36}, doi = {10.1137/1.9781611975321.36}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenTCXZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenWZYYQL18, author = {Weitong Chen and Sen Wang and Xiang Zhang and Lina Yao and Lin Yue and Buyue Qian and Xue Li}, editor = {Martin Ester and Dino Pedreschi}, title = {EEG-based Motion Intention Recognition via Multi-task RNNs}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {279--287}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.32}, doi = {10.1137/1.9781611975321.32}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ChenWZYYQL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChengW018, author = {Ruihua Cheng and Zhi Wei and Kai Zhang}, editor = {Martin Ester and Dino Pedreschi}, title = {Network Inference from Contrastive Groups Using Discriminative Structural Regularization}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {117--125}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.13}, doi = {10.1137/1.9781611975321.13}, timestamp = {Thu, 28 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChengW018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChiangLLL18, author = {Wei{-}Lin Chiang and Yu{-}Sheng Li and Ching{-}Pei Lee and Chih{-}Jen Lin}, editor = {Martin Ester and Dino Pedreschi}, title = {Limited-memory Common-directions Method for Distributed Ll-regularized Linear Classification}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {504--512}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.57}, doi = {10.1137/1.9781611975321.57}, timestamp = {Thu, 06 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChiangLLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChoudharyHS18, author = {Sunav Choudhary and Gaurush Hiranandani and Shiv Kumar Saini}, editor = {Martin Ester and Dino Pedreschi}, title = {Sparse Decomposition for Time Series Forecasting and Anomaly Detection}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {522--530}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.59}, doi = {10.1137/1.9781611975321.59}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChoudharyHS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Christakopoulou18, author = {Konstantina Christakopoulou and Arindam Banerjee}, editor = {Martin Ester and Dino Pedreschi}, title = {Learning to Interact with Users: {A} Collaborative-Bandit Approach}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {612--620}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.69}, doi = {10.1137/1.9781611975321.69}, timestamp = {Wed, 27 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Christakopoulou18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DaiWPC18, author = {Chenglong Dai and Jia Wu and Dechang Pi and Lin Cui}, editor = {Martin Ester and Dino Pedreschi}, title = {Brain {EEG} Time Series Selection: {A} Novel Graph-Based Approach for Classification}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {558--566}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.63}, doi = {10.1137/1.9781611975321.63}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DaiWPC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DingLLJ18, author = {Jingtao Ding and Yanghao Li and Yong Li and Depeng Jin}, editor = {Martin Ester and Dino Pedreschi}, title = {Click versus Share: {A} Feature-driven Study of Micro-Video Popularity and Virality in Social Media}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {198--206}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.23}, doi = {10.1137/1.9781611975321.23}, timestamp = {Wed, 07 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DingLLJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EfteliogluTS18, author = {Emre Eftelioglu and Xun Tang and Shashi Shekhar}, editor = {Martin Ester and Dino Pedreschi}, title = {Avoidance Region Discovery: {A} Summary of Results}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {585--593}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.66}, doi = {10.1137/1.9781611975321.66}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EfteliogluTS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EvansN18, author = {Trefor W. Evans and Prasanth B. Nair}, editor = {Martin Ester and Dino Pedreschi}, title = {Exploiting Structure for Fast Kernel Learning}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {414--422}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.47}, doi = {10.1137/1.9781611975321.47}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EvansN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FeremansCG18, author = {Len Feremans and Boris Cule and Bart Goethals}, editor = {Martin Ester and Dino Pedreschi}, title = {Mining Top-\emph{k} Quantile-based Cohesive Sequential Patterns}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {90--98}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.11}, doi = {10.1137/1.9781611975321.11}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FeremansCG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GanjiCSBLRD18, author = {Mohadeseh Ganji and Jeffrey Chan and Peter J. Stuckey and James Bailey and Christopher Leckie and Kotagiri Ramamohanarao and Ian Davidson}, editor = {Martin Ester and Dino Pedreschi}, title = {Image Constrained Blockmodelling: {A} Constraint Programming Approach}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {19--27}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.3}, doi = {10.1137/1.9781611975321.3}, timestamp = {Tue, 16 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GanjiCSBLRD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GiacomettiS18, author = {Arnaud Giacometti and Arnaud Soulet}, editor = {Martin Ester and Dino Pedreschi}, title = {Dense Neighborhood Pattern Sampling in Numerical Data}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {756--764}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.85}, doi = {10.1137/1.9781611975321.85}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GiacomettiS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GlantzM18, author = {Roland Glantz and Henning Meyerhenke}, editor = {Martin Ester and Dino Pedreschi}, title = {Many-to-many Correspondences between Partitions: Introducing a Cut-based Approach}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {1--9}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.1}, doi = {10.1137/1.9781611975321.1}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GlantzM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GligorijevicSSS18, author = {Djordje Gligorijevic and Jelena Stojanovic and Wayne Satz and Ivan Stojkovic and Kraftin Schreyer and Daniel Del Portal and Zoran Obradovic}, editor = {Martin Ester and Dino Pedreschi}, title = {Deep Attention Model for Triage of Emergency Department Patients}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {297--305}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.34}, doi = {10.1137/1.9781611975321.34}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GligorijevicSSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GujralP18, author = {Ekta Gujral and Evangelos E. Papalexakis}, editor = {Martin Ester and Dino Pedreschi}, title = {{SMACD:} Semi-supervised Multi-Aspect Community Detection}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {702--710}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.79}, doi = {10.1137/1.9781611975321.79}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GujralP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GujralPP18, author = {Ekta Gujral and Ravdeep Pasricha and Evangelos E. Papalexakis}, editor = {Martin Ester and Dino Pedreschi}, title = {SamBaTen: Sampling-based Batch Incremental Tensor Decomposition}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {387--395}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.44}, doi = {10.1137/1.9781611975321.44}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GujralPP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuoAS18, author = {Ruocheng Guo and Hamidreza Alvari and Paulo Shakarian}, editor = {Martin Ester and Dino Pedreschi}, title = {Strongly Hierarchical Factorization Machines and {ANOVA} Kernel Regression}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {729--737}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.82}, doi = {10.1137/1.9781611975321.82}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GuoAS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HessPM18, author = {Sibylle Hess and Nico Piatkowski and Katharina Morik}, editor = {Martin Ester and Dino Pedreschi}, title = {The Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {405--413}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.46}, doi = {10.1137/1.9781611975321.46}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HessPM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HooiSPJPF18, author = {Bryan Hooi and Hyun Ah Song and Amritanshu Pandey and Marko Jereminov and Larry T. Pileggi and Christos Faloutsos}, editor = {Martin Ester and Dino Pedreschi}, title = {StreamCast: Fast and Online Mining of Power Grid Time Sequences}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {531--539}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.60}, doi = {10.1137/1.9781611975321.60}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HooiSPJPF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuaiMSLGZ18, author = {Mengdi Huai and Chenglin Miao and Qiuling Suo and Yaliang Li and Jing Gao and Aidong Zhang}, editor = {Martin Ester and Dino Pedreschi}, title = {Uncorrelated Patient Similarity Learning}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {270--278}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.31}, doi = {10.1137/1.9781611975321.31}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuaiMSLGZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuangCC18, author = {Chien{-}Wen Huang and Chung{-}Kuang Chou and Ming{-}Syan Chen}, editor = {Martin Ester and Dino Pedreschi}, title = {A Salient Ensemble of Trees using Cascaded Linear Classifiers with Feature-Cost Constraints}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {486--494}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.55}, doi = {10.1137/1.9781611975321.55}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuangCC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Jiang0ZZXY18, author = {Fei Jiang and Lifang He and Yi Zheng and Enqiang Zhu and Jin Xu and Philip S. Yu}, editor = {Martin Ester and Dino Pedreschi}, title = {On Spectral Graph Embedding: {A} Non-Backtracking Perspective and Graph Approximation}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {324--332}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.37}, doi = {10.1137/1.9781611975321.37}, timestamp = {Fri, 17 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Jiang0ZZXY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JinXZCWL18, author = {Tianyuan Jin and Tong Xu and Hui Zhong and Enhong Chen and Zhefeng Wang and Qi Liu}, editor = {Martin Ester and Dino Pedreschi}, title = {Maximizing the Effect of Information Adoption: {A} General Framework}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {693--701}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.78}, doi = {10.1137/1.9781611975321.78}, timestamp = {Mon, 12 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JinXZCWL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JoshiKG18, author = {Shalmali Joshi and Rajiv Khanna and Joydeep Ghosh}, editor = {Martin Ester and Dino Pedreschi}, title = {Co-regularized Monotone Retargeting for Semi-supervised LeTOR}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {432--440}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.49}, doi = {10.1137/1.9781611975321.49}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JoshiKG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KaraevHM18, author = {Sanjar Karaev and James L. Hook and Pauli Miettinen}, editor = {Martin Ester and Dino Pedreschi}, title = {Latitude: {A} Model for Mixed Linear-Tropical Matrix Factorization}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {360--368}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.41}, doi = {10.1137/1.9781611975321.41}, timestamp = {Thu, 16 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KaraevHM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KisamoriWKF18, author = {Keiichi Kisamori and Takashi Washio and Yoshio Kameda and Ryohei Fujimaki}, editor = {Martin Ester and Dino Pedreschi}, title = {A Rare and Critical Condition Search Technique and its Application to Telescope Stray Light Analysis}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {567--575}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.64}, doi = {10.1137/1.9781611975321.64}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KisamoriWKF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KriegeFFMW18, author = {Nils M. Kriege and Matthias Fey and Denis Fisseler and Petra Mutzel and Frank Weichert}, title = {Recognizing Cuneiform Signs Using Graph Based Methods}, booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018}, series = {Proceedings of Machine Learning Research}, volume = {88}, pages = {31--44}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v88/kriege18a.html}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KriegeFFMW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KuoCC18, author = {Li{-}Yen Kuo and Chung{-}Kuang Chou and Ming{-}Syan Chen}, editor = {Martin Ester and Dino Pedreschi}, title = {Personalized Ranking on Poisson Factorization}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {720--728}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.81}, doi = {10.1137/1.9781611975321.81}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KuoCC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeHL18, author = {Roy Ka{-}Wei Lee and Tuan{-}Anh Hoang and Ee{-}Peng Lim}, editor = {Martin Ester and Dino Pedreschi}, title = {Discovering Hidden Topical Hubs and Authorities in Online Social Networks}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {378--386}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.43}, doi = {10.1137/1.9781611975321.43}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeHL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeKMS18, author = {Ritchie Lee and Mykel J. Kochenderfer and Ole J. Mengshoel and Joshua Silbermann}, editor = {Martin Ester and Dino Pedreschi}, title = {Interpretable Categorization of Heterogeneous Time Series Data}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {216--224}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.25}, doi = {10.1137/1.9781611975321.25}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeKMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeibrandtG18, author = {Richard Leibrandt and Stephan G{\"{u}}nnemann}, editor = {Martin Ester and Dino Pedreschi}, title = {Making Kernel Density Estimation Robust towards Missing Values in Highly Incomplete Multivariate Data without Imputation}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {747--755}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.84}, doi = {10.1137/1.9781611975321.84}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeibrandtG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Li018, author = {Xiaosheng Li and Jessica Lin}, editor = {Martin Ester and Dino Pedreschi}, title = {Evolving Separating References for Time Series Classification}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {243--251}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.28}, doi = {10.1137/1.9781611975321.28}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Li018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Li0TL18, author = {Jundong Li and Chen Chen and Hanghang Tong and Huan Liu}, editor = {Martin Ester and Dino Pedreschi}, title = {Multi-Layered Network Embedding}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {684--692}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.77}, doi = {10.1137/1.9781611975321.77}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Li0TL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiLCOW18, author = {Ximing Li and Changchun Li and Jinjin Chi and Jihong Ouyang and Wenting Wang}, editor = {Martin Ester and Dino Pedreschi}, title = {Black-box Expectation Propagation for Bayesian Models}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {603--611}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.68}, doi = {10.1137/1.9781611975321.68}, timestamp = {Thu, 22 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiLCOW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiYZY18, author = {Yan Li and Tao Yang and Jiayu Zhou and Jieping Ye}, editor = {Martin Ester and Dino Pedreschi}, title = {Multi-Task Learning based Survival Analysis for Predicting Alzheimer's Disease Progression with Multi-Source Block-wise Missing Data}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {288--296}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.33}, doi = {10.1137/1.9781611975321.33}, timestamp = {Tue, 30 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiYZY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZSY18, author = {Keqian Li and Hanwen Zha and Yu Su and Xifeng Yan}, editor = {Martin Ester and Dino Pedreschi}, title = {Unsupervised Neural Categorization for Scientific Publications}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {37--45}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.5}, doi = {10.1137/1.9781611975321.5}, timestamp = {Tue, 07 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZSY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiangJS018, author = {Jiongqian Liang and Peter Jacobs and Jiankai Sun and Srinivasan Parthasarathy}, editor = {Martin Ester and Dino Pedreschi}, title = {Semi-supervised Embedding in Attributed Networks with Outliers}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {153--161}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.18}, doi = {10.1137/1.9781611975321.18}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiangJS018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuWZFD18, author = {Kunpeng Liu and Pengyang Wang and Jiawei Zhang and Yanjie Fu and Sajal K. Das}, editor = {Martin Ester and Dino Pedreschi}, title = {Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts for Destination Prediction}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {171--179}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.20}, doi = {10.1137/1.9781611975321.20}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuWZFD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaXW18, author = {Tengfei Ma and Cao Xiao and Fei Wang}, editor = {Martin Ester and Dino Pedreschi}, title = {Health-ATM: {A} Deep Architecture for Multifaceted Patient Health Record Representation and Risk Prediction}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {261--269}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.30}, doi = {10.1137/1.9781611975321.30}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MaXW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaoSJZ18, author = {Jiali Mao and Pengda Sun and Cheqing Jin and Aoying Zhou}, editor = {Martin Ester and Dino Pedreschi}, title = {Outlier Detection over Distributed Trajectory Streams}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {64--72}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.8}, doi = {10.1137/1.9781611975321.8}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MaoSJZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MedyaSSBS18, author = {Sourav Medya and Arlei Silva and Ambuj K. Singh and Prithwish Basu and Ananthram Swami}, editor = {Martin Ester and Dino Pedreschi}, title = {Group Centrality Maximization via Network Design}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {126--134}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.14}, doi = {10.1137/1.9781611975321.14}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MedyaSSBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MeekinsABFHCPD18, author = {Ryan Meekins and Stephen C. Adams and Peter A. Beling and Kevin Farinholt and Nathan Hipwell and Ali Chaudhry and Sherwood Polter and Qing Dong}, title = {Cost-sensitive Classifier Selection when there is Additional Cost Information}, booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018}, series = {Proceedings of Machine Learning Research}, volume = {88}, pages = {17--30}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v88/meekins18a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MeekinsABFHCPD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MillerVKZ18, author = {Benjamin A. Miller and Jeremy Vila and Malina Kirn and Joseph R. Zipkin}, title = {Classifier Performance Estimation with Unbalanced, Partially Labeled Data}, booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018}, series = {Proceedings of Machine Learning Research}, volume = {88}, pages = {4--16}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v88/miller18a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MillerVKZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MorvanCGA18, author = {Anne Morvan and Krzysztof Choromanski and C{\'{e}}dric Gouy{-}Pailler and Jamal Atif}, editor = {Martin Ester and Dino Pedreschi}, title = {Graph sketching-based Space-efficient Data Clustering}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {10--18}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.2}, doi = {10.1137/1.9781611975321.2}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MorvanCGA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NayakMJK18, author = {Guruprasad Nayak and Varun Mithal and Xiaowei Jia and Vipin Kumar}, editor = {Martin Ester and Dino Pedreschi}, title = {Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {252--260}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.29}, doi = {10.1137/1.9781611975321.29}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NayakMJK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NingTRRSR18, author = {Yue Ning and Rongrong Tao and Chandan K. Reddy and Huzefa Rangwala and James C. Starz and Naren Ramakrishnan}, editor = {Martin Ester and Dino Pedreschi}, title = {{STAPLE:} Spatio-Temporal Precursor Learning for Event Forecasting}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {99--107}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.17}, doi = {10.1137/1.9781611975321.17}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NingTRRSR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PengHYS18, author = {Yaxin Peng and Lingfang Hu and Shihui Ying and Chaomin Shen}, editor = {Martin Ester and Dino Pedreschi}, title = {Global Nonlinear Metric Learning by Gluing Local Linear Metrics}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {423--431}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.48}, doi = {10.1137/1.9781611975321.48}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PengHYS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RenNR18, author = {Zhiyun Ren and Xia Ning and Huzefa Rangwala}, editor = {Martin Ester and Dino Pedreschi}, title = {{ALE:} Additive Latent Effect Models for Grade Prediction}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {477--485}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.54}, doi = {10.1137/1.9781611975321.54}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RenNR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SchneiderV18, author = {Johannes Schneider and Michail Vlachos}, editor = {Martin Ester and Dino Pedreschi}, title = {Topic Modeling based on Keywords and Context}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {369--377}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.42}, doi = {10.1137/1.9781611975321.42}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SchneiderV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SemwalYMN18, author = {Tushar Semwal and Promod Yenigalla and Gaurav Mathur and Shivashankar B. Nair}, editor = {Martin Ester and Dino Pedreschi}, title = {A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {513--521}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.58}, doi = {10.1137/1.9781611975321.58}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SemwalYMN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShalabySSG18, author = {Marawan Shalaby and Jan Stutzki and Matthias Schubert and Stephan G{\"{u}}nnemann}, editor = {Martin Ester and Dino Pedreschi}, title = {An {LSTM} Approach to Patent Classification based on Fixed Hierarchy Vectors}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {495--503}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.56}, doi = {10.1137/1.9781611975321.56}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShalabySSG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Shen0KJ18, author = {Yilin Shen and Yanping Chen and Eamonn J. Keogh and Hongxia Jin}, editor = {Martin Ester and Dino Pedreschi}, title = {Accelerating Time Series Searching with Large Uniform Scaling}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {234--242}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.27}, doi = {10.1137/1.9781611975321.27}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Shen0KJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShiGZK018, author = {Yu Shi and Huan Gui and Qi Zhu and Lance M. Kaplan and Jiawei Han}, editor = {Martin Ester and Dino Pedreschi}, title = {AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {144--152}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.16}, doi = {10.1137/1.9781611975321.16}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShiGZK018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SilvaPF18, author = {Pablo Nascimento da Silva and Alexandre Plastino and Alex Alves Freitas}, editor = {Martin Ester and Dino Pedreschi}, title = {A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature Spaces}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {738--746}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.83}, doi = {10.1137/1.9781611975321.83}, timestamp = {Wed, 12 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SilvaPF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SmithHSK18, author = {Shaden Smith and Kejun Huang and Nicholas D. Sidiropoulos and George Karypis}, editor = {Martin Ester and Dino Pedreschi}, title = {Streaming Tensor Factorization for Infinite Data Sources}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {81--89}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.10}, doi = {10.1137/1.9781611975321.10}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SmithHSK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/StanojevicATCFA18, author = {Rade Stanojevic and Sofiane Abbar and Saravanan Thirumuruganathan and Sanjay Chawla and Fethi Filali and Ahid Aleimat}, editor = {Martin Ester and Dino Pedreschi}, title = {Robust Road Map Inference through Network Alignment of Trajectories}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {135--143}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.15}, doi = {10.1137/1.9781611975321.15}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/StanojevicATCFA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TanDWLQZ18, author = {Fei Tan and Kuang Du and Zhi Wei and Haoran Liu and Chenguang Qin and Ran Zhu}, editor = {Martin Ester and Dino Pedreschi}, title = {Modeling Item-specific Effects for Video Click}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {639--647}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.72}, doi = {10.1137/1.9781611975321.72}, timestamp = {Thu, 28 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TanDWLQZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TanHFWP18, author = {Chang Wei Tan and Matthieu Herrmann and Germain Forestier and Geoffrey I. Webb and Fran{\c{c}}ois Petitjean}, editor = {Martin Ester and Dino Pedreschi}, title = {Efficient search of the best warping window for Dynamic Time Warping}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {225--233}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.26}, doi = {10.1137/1.9781611975321.26}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TanHFWP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TanYDWZ18, author = {Qiaoyu Tan and Guoxian Yu and Carlotta Domeniconi and Jun Wang and Zili Zhang}, editor = {Martin Ester and Dino Pedreschi}, title = {Multi-view Weak-label Learning based on Matrix Completion}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {450--458}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.51}, doi = {10.1137/1.9781611975321.51}, timestamp = {Wed, 22 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TanYDWZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TatsuboriWBW18, author = {Michiaki Tatsubori and Aisha Walcott{-}Bryant and Reginald E. Bryant and John Wamburu}, editor = {Martin Ester and Dino Pedreschi}, title = {A Probabilistic Hough Transform for Opportunistic Crowd-sensing of Moving Traffic Obstacles}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {207--215}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.24}, doi = {10.1137/1.9781611975321.24}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TatsuboriWBW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TengTYC18, author = {Ya{-}Wen Teng and Chih{-}Hua Tai and Philip S. Yu and Ming{-}Syan Chen}, editor = {Martin Ester and Dino Pedreschi}, title = {Revenue Maximization on the Multi-grade Product}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {576--584}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.65}, doi = {10.1137/1.9781611975321.65}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TengTYC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TorgoMWMB18, author = {Lu{\'{\i}}s Torgo and Stan Matwin and Gary Weiss and Nuno Moniz and Paula Branco}, title = {Cost-Sensitive Learning: Preface}, booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018}, series = {Proceedings of Machine Learning Research}, volume = {88}, pages = {1--3}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v88/torgo18a.html}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/TorgoMWMB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WanM18, author = {Mengting Wan and Julian J. McAuley}, editor = {Martin Ester and Dino Pedreschi}, title = {One-Class Recommendation with Asymmetric Textual Feedback}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {648--656}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.73}, doi = {10.1137/1.9781611975321.73}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WanM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangH018, author = {Jun Wang and Cho{-}Jui Hsieh and Daming Shi}, editor = {Martin Ester and Dino Pedreschi}, title = {{NLRR++:} Scalable Subspace Clustering via Non-Convex Block Coordinate Descent}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {28--36}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.4}, doi = {10.1137/1.9781611975321.4}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangH018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangJ18, author = {Zhengyang Wang and Shuiwang Ji}, editor = {Martin Ester and Dino Pedreschi}, title = {Learning Convolutional Text Representations for Visual Question Answering}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {594--602}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.67}, doi = {10.1137/1.9781611975321.67}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangLISG18, author = {Qing Wang and Tao Li and S. S. Iyengar and Larisa Shwartz and Genady Ya. Grabarnik}, editor = {Martin Ester and Dino Pedreschi}, title = {Online {IT} Ticket Automation Recommendation Using Hierarchical Multi-armed Bandit Algorithms}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {657--665}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.74}, doi = {10.1137/1.9781611975321.74}, timestamp = {Fri, 11 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangLISG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangLWJ18, author = {Huandong Wang and Yong Li and Gang Wang and Depeng Jin}, editor = {Martin Ester and Dino Pedreschi}, title = {You Are How You Move: Linking Multiple User Identities From Massive Mobility Traces}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {189--197}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.22}, doi = {10.1137/1.9781611975321.22}, timestamp = {Wed, 07 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangLWJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangZLFA18, author = {Pengyang Wang and Jiawei Zhang and Guannan Liu and Yanjie Fu and Charu C. Aggarwal}, editor = {Martin Ester and Dino Pedreschi}, title = {Ensemble-Spotting: Ranking Urban Vibrancy via {POI} Embedding with Multi-view Spatial Graphs}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {351--359}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.40}, doi = {10.1137/1.9781611975321.40}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangZLFA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuDSSC18, author = {Xian Wu and Yuxiao Dong and Baoxu Shi and Ananthram Swami and Nitesh V. Chawla}, editor = {Martin Ester and Dino Pedreschi}, title = {Who will Attend This Event Together? Event Attendance Prediction via Deep {LSTM} Networks}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {180--188}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.21}, doi = {10.1137/1.9781611975321.21}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuDSSC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X18, editor = {Martin Ester and Dino Pedreschi}, title = {Front Matter}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.fm}, doi = {10.1137/1.9781611975321.FM}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiaoRTG18, author = {Han Xiao and Polina Rozenshtein and Nikolaj Tatti and Aristides Gionis}, editor = {Martin Ester and Dino Pedreschi}, title = {Reconstructing a cascade from temporal observations}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {666--674}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.75}, doi = {10.1137/1.9781611975321.75}, timestamp = {Tue, 27 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/XiaoRTG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YanHJK18, author = {Yujun Yan and Mark Heimann and Di Jin and Danai Koutra}, editor = {Martin Ester and Dino Pedreschi}, title = {Fast Flow-based Random Walk with Restart in a Multi-query Setting}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {342--350}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.39}, doi = {10.1137/1.9781611975321.39}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YanHJK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangQLZZCH18, author = {Min Yang and Qiang Qu and Kai Lei and Jia Zhu and Zhou Zhao and Xiaojun Chen and Joshua Zhexue Huang}, editor = {Martin Ester and Dino Pedreschi}, title = {Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {630--638}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.71}, doi = {10.1137/1.9781611975321.71}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangQLZZCH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangZLG18, author = {Peng Yang and Peilin Zhao and Yong Liu and Xin Gao}, editor = {Martin Ester and Dino Pedreschi}, title = {Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {621--629}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.70}, doi = {10.1137/1.9781611975321.70}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YangZLG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangZS18, author = {Bo Yang and Ahmed S. Zamzam and Nicholas D. Sidiropoulos}, editor = {Martin Ester and Dino Pedreschi}, title = {ParaSketch: Parallel Tensor Factorization via Sketching}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {396--404}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.45}, doi = {10.1137/1.9781611975321.45}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangZS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YaoSLLMGZ18, author = {Liuyi Yao and Lu Su and Qi Li and Yaliang Li and Fenglong Ma and Jing Gao and Aidong Zhang}, editor = {Martin Ester and Dino Pedreschi}, title = {Online Truth Discovery on Time Series Data}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {162--170}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.19}, doi = {10.1137/1.9781611975321.19}, timestamp = {Tue, 25 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YaoSLLMGZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuAW18, author = {Wenchao Yu and Charu C. Aggarwal and Wei Wang}, editor = {Martin Ester and Dino Pedreschi}, title = {Modeling Co-Evolution Across Multiple Networks}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {675--683}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.76}, doi = {10.1137/1.9781611975321.76}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuAW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZaidiPW18, author = {Nayyar Abbas Zaidi and Fran{\c{c}}ois Petitjean and Geoffrey I. Webb}, editor = {Martin Ester and Dino Pedreschi}, title = {Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {459--467}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.52}, doi = {10.1137/1.9781611975321.52}, timestamp = {Thu, 18 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZaidiPW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2018, editor = {Martin Ester and Dino Pedreschi}, title = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321}, doi = {10.1137/1.9781611975321}, isbn = {978-1-61197-532-1}, timestamp = {Sun, 13 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2018cost, title = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018}, series = {Proceedings of Machine Learning Research}, volume = {88}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v88/}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2018cost.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AdhikariZBP17, author = {Bijaya Adhikari and Yao Zhang and Aditya Bharadwaj and B. Aditya Prakash}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Condensing Temporal Networks using Propagation}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {417--425}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.47}, doi = {10.1137/1.9781611974973.47}, timestamp = {Fri, 04 Oct 2019 16:19:51 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AdhikariZBP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AraujoAFSB17, author = {Miguel Araujo and Miguel Almeida and Jaime Ferreira and Lu{\'{\i}}s Moura Silva and Pedro Bizarro}, editor = {Nitesh V. Chawla and Wei Wang}, title = {BreachRadar: Automatic Detection of Points-of-Compromise}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {561--569}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.63}, doi = {10.1137/1.9781611974973.63}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AraujoAFSB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BasaranNZ17, author = {Daniel Basaran and Eirini Ntoutsi and Arthur Zimek}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: {A} Case Study on the Amazon Reviews Datasets}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {390--398}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.44}, doi = {10.1137/1.9781611974973.44}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BasaranNZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BertensVS17, author = {Roel Bertens and Jilles Vreeken and Arno Siebes}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Efficiently Discovering Unexpected Pattern-Co-Occurrences}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {126--134}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.15}, doi = {10.1137/1.9781611974973.15}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BertensVS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BhattacharyyaV17, author = {Apratim Bhattacharyya and Jilles Vreeken}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Efficiently Summarising Event Sequences with Rich Interleaving Patterns}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {795--803}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.89}, doi = {10.1137/1.9781611974973.89}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BhattacharyyaV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BohmPP17, author = {Christian B{\"{o}}hm and Martin Perdacher and Claudia Plant}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Multi-core K-means}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {273--281}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.31}, doi = {10.1137/1.9781611974973.31}, timestamp = {Tue, 30 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BohmPP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BudhathokiV17, author = {Kailash Budhathoki and Jilles Vreeken}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Correlation by Compression}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {525--533}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.59}, doi = {10.1137/1.9781611974973.59}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BudhathokiV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CadenaCV17, author = {Jose Cadena and Feng Chen and Anil Vullikanti}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Near-Optimal and Practical Algorithms for Graph Scan Statistics}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {624--632}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.70}, doi = {10.1137/1.9781611974973.70}, timestamp = {Tue, 28 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CadenaCV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaoHWXYKL17, author = {Bokai Cao and Lifang He and Xiaokai Wei and Mengqi Xing and Philip S. Yu and Heide Klumpp and Alex D. Leow}, editor = {Nitesh V. Chawla and Wei Wang}, title = {t-BNE: Tensor-based Brain Network Embedding}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {189--197}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.22}, doi = {10.1137/1.9781611974973.22}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CaoHWXYKL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChangCCCSD17, author = {Yale Chang and Junxiang Chen and Michael H. Cho and Peter J. Castaldi and Edwin K. Silverman and Jennifer G. Dy}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Clustering with Domain-Specific Usefulness Scores}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {207--215}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.24}, doi = {10.1137/1.9781611974973.24}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChangCCCSD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CheXLJZW17, author = {Chao Che and Cao Xiao and Jian Liang and Bo Jin and Jiayu Zho and Fei Wang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {An {RNN} Architecture with Dynamic Temporal Matching for Personalized Predictions of Parkinson's Disease}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {198--206}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.23}, doi = {10.1137/1.9781611974973.23}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CheXLJZW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenFFEZ17, author = {Zhong Chen and Zhide Fang and Wei Fan and Andrea Edwards and Kun Zhang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {{CSTG:} An Effective Framework for Cost-sensitive Sparse Online Learning}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {759--767}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.85}, doi = {10.1137/1.9781611974973.85}, timestamp = {Mon, 09 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ChenFFEZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenSAT17, author = {Jinghui Chen and Saket Sathe and Charu C. Aggarwal and Deepak S. Turaga}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Outlier Detection with Autoencoder Ensembles}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {90--98}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.11}, doi = {10.1137/1.9781611974973.11}, timestamp = {Wed, 17 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ChenSAT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenTL17, author = {Lin Chen and Jiliang Tang and Baoxin Li}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Embedded Supervised Feature Selection for Multi-class Data}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {516--524}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.58}, doi = {10.1137/1.9781611974973.58}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenTL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChinoCTF17, author = {Daniel Y. T. Chino and Alceu Ferraz Costa and Agma J. M. Traina and Christos Faloutsos}, editor = {Nitesh V. Chawla and Wei Wang}, title = {VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {108--116}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.13}, doi = {10.1137/1.9781611974973.13}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChinoCTF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CodenDGKN17, author = {Anni Coden and Marina Danilevsky and Daniel Gruhl and Linda Kato and Meena Nagarajan}, editor = {Nitesh V. Chawla and Wei Wang}, title = {A Method to Accelerate Human in the Loop Clustering}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {237--245}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.27}, doi = {10.1137/1.9781611974973.27}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CodenDGKN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Curtin17, author = {Ryan R. Curtin}, editor = {Nitesh V. Chawla and Wei Wang}, title = {A Dual-Tree Algorithm for Fast \emph{k}-means Clustering With Large \emph{k}}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {300--308}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.34}, doi = {10.1137/1.9781611974973.34}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Curtin17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DangYSG17, author = {Xuan{-}Hong Dang and Hongyuan You and Ambuj K. Singh and Scott T. Grafton}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Subnetwork Mining with Spatial and Temporal Smoothness}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {354--362}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.40}, doi = {10.1137/1.9781611974973.40}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DangYSG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DavoudiZA17, author = {Heidar Davoudi and Morteza Zihayat and Aijun An}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Time-Aware Subscription Prediction Model for User Acquisition in Digital News Media}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {135--143}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.16}, doi = {10.1137/1.9781611974973.16}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DavoudiZA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DhurandharAW17, author = {Amit Dhurandhar and Margareta Ackerman and Xiang Wang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Uncovering Group Level Insights with Accordant Clustering}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {228--236}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.26}, doi = {10.1137/1.9781611974973.26}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DhurandharAW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DingHZZ17, author = {Yi Ding and Sheng{-}Jun Huang and Chen Zu and Daoqiang Zhang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Margin Distribution Logistic Machine}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {19--27}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.3}, doi = {10.1137/1.9781611974973.3}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DingHZZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EswaranGF17, author = {Dhivya Eswaran and Stephan G{\"{u}}nnemann and Christos Faloutsos}, editor = {Nitesh V. Chawla and Wei Wang}, title = {The Power of Certainty: {A} Dirichlet-Multinomial Model for Belief Propagation}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {144--152}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.17}, doi = {10.1137/1.9781611974973.17}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EswaranGF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/EvangelopoulosB17, author = {Xenophon Evangelopoulos and Austin J. Brockmeier and Tingting Mu and John Yannis Goulermas}, editor = {Nitesh V. Chawla and Wei Wang}, title = {A Graduated Non-Convexity Relaxation for Large Scale Seriation}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {462--470}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.52}, doi = {10.1137/1.9781611974973.52}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/EvangelopoulosB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FuHSSPTMSFP17, author = {Xiao Fu and Kejun Huang and Otilia Stretcu and Hyun Ah Song and Evangelos E. Papalexakis and Partha P. Talukdar and Tom M. Mitchell and Nicholas D. Sidiropoulos and Christos Faloutsos and Barnab{\'{a}}s P{\'{o}}czos}, editor = {Nitesh V. Chawla and Wei Wang}, title = {BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {216--227}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.25}, doi = {10.1137/1.9781611974973.25}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/FuHSSPTMSFP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GalbrunGGT17, author = {Esther Galbrun and Behzad Golshan and Aristides Gionis and Evimaria Terzi}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Finding low-tension communities}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {336--344}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.38}, doi = {10.1137/1.9781611974973.38}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GalbrunGGT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GionisRTT17, author = {Aristides Gionis and Polina Rozenshtein and Nikolaj Tatti and Evimaria Terzi}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Community-aware network sparsification}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {426--434}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.48}, doi = {10.1137/1.9781611974973.48}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GionisRTT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HamalainenW17, author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and Geoffrey I. Webb}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Specious rules: an efficient and effective unifying method for removing misleading and uninformative patterns in association rule mining}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {309--317}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.35}, doi = {10.1137/1.9781611974973.35}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HamalainenW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HayEM17, author = {Michael Hay and Liudmila Elagina and Gerome Miklau}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Differentially Private Rank Aggregation}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {669--677}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.75}, doi = {10.1137/1.9781611974973.75}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HayEM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeckelV17, author = {Reinhard Heckel and Michail Vlachos}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Private and Right-Protected Big Data Publication: An Analysis}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {660--668}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.74}, doi = {10.1137/1.9781611974973.74}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeckelV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuI17, author = {Qiong Hu and Tomasz Imielinski}, editor = {Nitesh V. Chawla and Wei Wang}, title = {{ALPINE:} Progressive Itemset Mining with Definite Guarantees}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {63--71}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.8}, doi = {10.1137/1.9781611974973.8}, timestamp = {Fri, 21 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuI17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuangLH17, author = {Xiao Huang and Jundong Li and Xia Hu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Accelerated Attributed Network Embedding}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {633--641}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.71}, doi = {10.1137/1.9781611974973.71}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuangLH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JankowiakG17, author = {Martin Jankowiak and Manuel Gomez{-}Rodriguez}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Uncovering the Spatiotemporal Patterns of Collective Social Activity}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {822--830}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.92}, doi = {10.1137/1.9781611974973.92}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JankowiakG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiaKNGCWK17, author = {Xiaowei Jia and Ankush Khandelwal and Guruprasad Nayak and James Gerber and Kimberly Carlson and Paul C. West and Vipin Kumar}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Predict Land Covers with Transition Modeling and Incremental Learning}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {171--179}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.20}, doi = {10.1137/1.9781611974973.20}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JiaKNGCWK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JinCKLR17, author = {Fang Jin and Feng Chen and Rupinder Paul Khandpur and Chang{-}Tien Lu and Naren Ramakrishnan}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Absenteeism Detection in Social Media}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {606--614}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.68}, doi = {10.1137/1.9781611974973.68}, timestamp = {Tue, 28 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JinCKLR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KakkarSSG17, author = {Vishal Kakkar and Shirish K. Shevade and S. Sundararajan and Dinesh Garg}, editor = {Nitesh V. Chawla and Wei Wang}, title = {A Sparse Nonlinear Classifier Design Using {AUC} Optimization}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {291--299}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.33}, doi = {10.1137/1.9781611974973.33}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KakkarSSG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KannanWAP17, author = {Ramakrishnan Kannan and Hyenkyun Woo and Charu C. Aggarwal and Haesun Park}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Outlier Detection for Text Data}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {489--497}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.55}, doi = {10.1137/1.9781611974973.55}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KannanWAP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KhannaGPK17, author = {Rajiv Khanna and Joydeep Ghosh and Russell A. Poldrack and Oluwasanmi Koyejo}, editor = {Nitesh V. Chawla and Wei Wang}, title = {A Deflation Method for Structured Probabilistic {PCA}}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {534--542}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.60}, doi = {10.1137/1.9781611974973.60}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KhannaGPK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KorpelaOPU17, author = {Jussi Korpela and Emilia Oikarinen and Kai Puolam{\"{a}}ki and Antti Ukkonen}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Multivariate Confidence Intervals}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {696--704}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.78}, doi = {10.1137/1.9781611974973.78}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KorpelaOPU17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LashLSRO17, author = {Michael T. Lash and Qihang Lin and W. Nick Street and Jennifer G. Robinson and Jeffrey W. Ohlmann}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Generalized Inverse Classification}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {162--170}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.19}, doi = {10.1137/1.9781611974973.19}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LashLSRO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeKBM17, author = {John Boaz Lee and Xiangnan Kong and Yihan Bao and Constance M. Moore}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Identifying Deep Contrasting Networks from Time Series Data: Application to Brain Network Analysis}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {543--551}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.61}, doi = {10.1137/1.9781611974973.61}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeKBM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeWCL17, author = {Ching{-}Pei Lee and Po{-}Wei Wang and Weizhu Chen and Chih{-}Jen Lin}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {732--740}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.82}, doi = {10.1137/1.9781611974973.82}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeWCL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiWYPT17, author = {Yang Li and Suhang Wang and Tao Yang and Quan Pan and Jiliang Tang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Price Recommendation on Vacation Rental Websites}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {399--407}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.45}, doi = {10.1137/1.9781611974973.45}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiWYPT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiWZL17, author = {Jundong Li and Liang Wu and Osmar R. Za{\"{\i}}ane and Huan Liu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Toward Personalized Relational Learning}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {444--452}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.50}, doi = {10.1137/1.9781611974973.50}, timestamp = {Sun, 11 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiWZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZAXL17, author = {Zhenhui Li and Guanjie Zheng and Amal Agarwal and Lingzhou Xue and Thomas Lauvaux}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Discovery of Causal Time Intervals}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {804--812}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.90}, doi = {10.1137/1.9781611974973.90}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZAXL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuKR17, author = {Xinyue Liu and Xiangnan Kong and Ann B. Ragin}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Unified and Contrasting Graphical Lasso for Brain Network Discovery}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {180--188}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.21}, doi = {10.1137/1.9781611974973.21}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuKR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuQZGWXY17, author = {Yashu Liu and Shuang Qiu and Ping Zhang and Pinghua Gong and Fei Wang and Guoliang Xue and Jieping Ye}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Computational Drug Discovery with Dyadic Positive-Unlabeled Learning}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {45--53}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.6}, doi = {10.1137/1.9781611974973.6}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuQZGWXY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuSZFS17, author = {Zongge Liu and Hyun Ah Song and Vladimir Zadorozhny and Christos Faloutsos and Nicholas D. Sidiropoulos}, editor = {Nitesh V. Chawla and Wei Wang}, title = {H-Fuse: Efficient Fusion of Aggregated Historical Data}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {786--794}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.88}, doi = {10.1137/1.9781611974973.88}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuSZFS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuW17, author = {Honglei Liu and Bian Wu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Active Learning of Functional Networks from Spike Trains}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {81--89}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.10}, doi = {10.1137/1.9781611974973.10}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LuLMC17, author = {Ziyu Lu and Hui Li and Nikos Mamoulis and David W. Cheung}, editor = {Nitesh V. Chawla and Wei Wang}, title = {{HBGG:} a Hierarchical Bayesian Geographical Model for Group Recommendation}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {372--380}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.42}, doi = {10.1137/1.9781611974973.42}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LuLMC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MancuhanC17, author = {Koray Mancuhan and Chris Clifton}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Statistical Learning Theory Approach for Data Classification with \emph{{\(\mathscr{l}\)}}-diversity}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {651--659}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.73}, doi = {10.1137/1.9781611974973.73}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MancuhanC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MavroforakisECT17, author = {Charalampos Mavroforakis and D{\'{o}}ra Erd{\"{o}}s and Mark Crovella and Evimaria Terzi}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Active Positive-Definite Matrix Completion}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {264--272}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.30}, doi = {10.1137/1.9781611974973.30}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MavroforakisECT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/McBrideWNL17, author = {Ryan McBride and Ke Wang and Viswanadh Nekkanti and Wenyuan Li}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Risk Clearance with Guaranteed Precision}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {36--44}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.5}, doi = {10.1137/1.9781611974973.5}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/McBrideWNL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MishraA17, author = {Abhinav Mishra and Leman Akoglu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Ranking in Heterogeneous Networks with Geo-Location Information}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {408--416}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.46}, doi = {10.1137/1.9781611974973.46}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MishraA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MitriMV17, author = {Marc Mitri and Fragkiskos D. Malliaros and Michalis Vazirgiannis}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Sensitivity of Community Structure to Network Uncertainty}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {345--353}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.39}, doi = {10.1137/1.9781611974973.39}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MitriMV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MiyaguchiMY17, author = {Kohei Miyaguchi and Shin Matsushima and Kenji Yamanishi}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Sparse Graphical Modeling via Stochastic Complexity}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {723--731}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.81}, doi = {10.1137/1.9781611974973.81}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MiyaguchiMY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MorsyK17, author = {Sara Morsy and George Karypis}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Cumulative Knowledge-based Regression Models for Next-term Grade Prediction}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {552--560}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.62}, doi = {10.1137/1.9781611974973.62}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MorsyK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MukherjeePW17, author = {Subhabrata Mukherjee and Kashyap Popat and Gerhard Weikum}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Exploring Latent Semantic Factors to Find Useful Product Reviews}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {480--488}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.54}, doi = {10.1137/1.9781611974973.54}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MukherjeePW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MurugesanC17, author = {Keerthiram Murugesan and Jaime G. Carbonell}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Multi-Task Multiple Kernel Relationship Learning}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {687--695}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.77}, doi = {10.1137/1.9781611974973.77}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MurugesanC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NassarG17, author = {Huda Nassar and David F. Gleich}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Multimodal Network Alignment}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {615--623}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.69}, doi = {10.1137/1.9781611974973.69}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NassarG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NelakurthiTMBH17, author = {Arun Reddy Nelakurthi and Hanghang Tong and Ross Maciejewski and Nadya Bliss and Jingrui He}, editor = {Nitesh V. Chawla and Wei Wang}, title = {User-guided Cross-domain Sentiment Classification}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {471--479}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.53}, doi = {10.1137/1.9781611974973.53}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NelakurthiTMBH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NieLHRFY17, author = {Zhi Nie and Binbin Lin and Shuai Huang and Naren Ramakrishnan and Wei Fan and Jieping Ye}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Pruning Decision Trees via Max-Heap Projection}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {10--18}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.2}, doi = {10.1137/1.9781611974973.2}, timestamp = {Sun, 27 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NieLHRFY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Peel17, author = {Leto Peel}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Graph-based semi-supervised learning for relational networks}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {435--443}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.49}, doi = {10.1137/1.9781611974973.49}, timestamp = {Sat, 16 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Peel17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PerrosWZWVPS17, author = {Ioakeim Perros and Fei Wang and Ping Zhang and Peter B. Walker and Richard W. Vuduc and Jyotishman Pathak and Jimeng Sun}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Polyadic Regression and its Application to Chemogenomics}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {72--80}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.9}, doi = {10.1137/1.9781611974973.9}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PerrosWZWVPS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PientaKLVTAPC17, author = {Robert S. Pienta and Minsuk Kahng and Zhiyuan Lin and Jilles Vreeken and Partha P. Talukdar and James Abello and Ganesh Parameswaran and Duen Horng Chau}, editor = {Nitesh V. Chawla and Wei Wang}, title = {{FACETS:} Adaptive Local Exploration of Large Graphs}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {597--605}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.67}, doi = {10.1137/1.9781611974973.67}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PientaKLVTAPC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RuchanskyCT17, author = {Natali Ruchansky and Mark Crovella and Evimaria Terzi}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Targeted matrix completion}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {255--263}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.29}, doi = {10.1137/1.9781611974973.29}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RuchanskyCT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RugelesZCDK17, author = {Daniel Rugeles and Kaiqi Zhao and Gao Cong and Manoranjan Dash and Shonali Krishnaswamy}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Biclustering: An application of Dual Topic Models}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {453--461}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.51}, doi = {10.1137/1.9781611974973.51}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RugelesZCDK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SalahN17, author = {Aghiles Salah and Mohamed Nadif}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Model-based von Mises-Fisher Co-clustering with a Conscience}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {246--254}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.28}, doi = {10.1137/1.9781611974973.28}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SalahN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SchoenemanMCNZ17, author = {Frank Schoeneman and Suchismit Mahapatra and Varun Chandola and Nils Napp and Jaroslaw Zola}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Error Metrics for Learning Reliable Manifolds from Streaming Data}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {750--758}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.84}, doi = {10.1137/1.9781611974973.84}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SchoenemanMCNZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Seybold17, author = {Martin P. Seybold}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Robust Map Matching for Heterogeneous Data via Dominance Decompositions}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {813--821}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.91}, doi = {10.1137/1.9781611974973.91}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/Seybold17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TanWP17, author = {Chang Wei Tan and Geoffrey I. Webb and Fran{\c{c}}ois Petitjean}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Indexing and classifying gigabytes of time series under time warping}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {282--290}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.32}, doi = {10.1137/1.9781611974973.32}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TanWP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Tatti17, author = {Nikolaj Tatti}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Discovering bursts revisited: guaranteed optimization of the model parameters}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {831--839}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.93}, doi = {10.1137/1.9781611974973.93}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Tatti17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TomitaMV17, author = {Tyler M. Tomita and Mauro Maggioni and Joshua T. Vogelstein}, editor = {Nitesh V. Chawla and Wei Wang}, title = {{ROFLMAO:} Robust Oblique Forests with Linear MAtrix Operations}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {498--506}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.56}, doi = {10.1137/1.9781611974973.56}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TomitaMV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangAL17, author = {Suhang Wang and Charu C. Aggarwal and Huan Liu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Using a Random Forest to Inspire a Neural Network and Improving on It}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {1--9}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.1}, doi = {10.1137/1.9781611974973.1}, timestamp = {Wed, 07 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangAL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangTACL17, author = {Suhang Wang and Jiliang Tang and Charu C. Aggarwal and Yi Chang and Huan Liu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Signed Network Embedding in Social Media}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {327--335}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.37}, doi = {10.1137/1.9781611974973.37}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangTACL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangWTARL17, author = {Suhang Wang and Yilin Wang and Jiliang Tang and Charu C. Aggarwal and Suhas Ranganath and Huan Liu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Exploiting Hierarchical Structures for Unsupervised Feature Selection}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {507--515}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.57}, doi = {10.1137/1.9781611974973.57}, timestamp = {Tue, 15 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangWTARL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WistubaSS17, author = {Martin Wistuba and Nicolas Schilling and Lars Schmidt{-}Thieme}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Automatic Frankensteining: Creating Complex Ensembles Autonomously}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {741--749}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.83}, doi = {10.1137/1.9781611974973.83}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WistubaSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuLHL17, author = {Liang Wu and Jundong Li and Xia Hu and Huan Liu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Gleaning Wisdom from the Past: Early Detection of Emerging Rumors in Social Media}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {99--107}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.12}, doi = {10.1137/1.9781611974973.12}, timestamp = {Sun, 28 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuLHL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X17, editor = {Nitesh V. Chawla and Wei Wang}, title = {Front Matter}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {1--10}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.fm}, doi = {10.1137/1.9781611974973.FM}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X17a, editor = {Nitesh V. Chawla and Wei Wang}, title = {Back Matter}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {840--847}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.BM}, doi = {10.1137/1.9781611974973.BM}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiaoGVT17, author = {Houping Xiao and Jing Gao and Long H. Vu and Deepak S. Turaga}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Detecting Malicious Behavior in Computer Networks via Cost-Sensitive and Connectivity Constrained Classification}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {117--125}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.14}, doi = {10.1137/1.9781611974973.14}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XiaoGVT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XueH17, author = {Yanbing Xue and Milos Hauskrecht}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Active Learning of Classification Models with Likert-Scale Feedback}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {28--35}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.4}, doi = {10.1137/1.9781611974973.4}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/XueH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YousefnezhadZ17, author = {Muhammad Yousefnezhad and Daoqiang Zhang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Multi-Region Neural Representation: {A} novel model for decoding visual stimuli in human brains}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {54--62}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.7}, doi = {10.1137/1.9781611974973.7}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YousefnezhadZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuA17, author = {Shujian Yu and Zubin Abraham}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Concept Drift Detection with Hierarchical Hypothesis Testing}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {768--776}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.86}, doi = {10.1137/1.9781611974973.86}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuBL17, author = {Hsiang{-}Fu Yu and Mikhail Bilenko and Chih{-}Jen Lin}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Selection of Negative Samples for One-class Matrix Factorization}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {363--371}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.41}, doi = {10.1137/1.9781611974973.41}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuLSDL17, author = {Rose Yu and Yaguang Li and Cyrus Shahabi and Ugur Demiryurek and Yan Liu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Deep Learning: {A} Generic Approach for Extreme Condition Traffic Forecasting}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {777--785}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.87}, doi = {10.1137/1.9781611974973.87}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuLSDL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuanTCFSS17, author = {Shuai Yuan and Pang{-}Ning Tan and Kendra Spence Cheruvelil and C. Emi Fergus and Nicholas K. Skaff and Patricia A. Soranno}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Hash-Based Feature Learning for Incomplete Continuous-Valued Data}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {678--686}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.76}, doi = {10.1137/1.9781611974973.76}, timestamp = {Thu, 22 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuanTCFSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZaidiW17, author = {Nayyar Abbas Zaidi and Geoffrey I. Webb}, editor = {Nitesh V. Chawla and Wei Wang}, title = {A Fast Trust-Region Newton Method for Softmax Logistic Regression}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {705--713}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.79}, doi = {10.1137/1.9781611974973.79}, timestamp = {Thu, 18 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZaidiW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangAJP17, author = {Yao Zhang and Bijaya Adhikari and Steve T. K. Jan and B. Aditya Prakash}, editor = {Nitesh V. Chawla and Wei Wang}, title = {MeiKe: Influence-based Communities in Networks}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {318--326}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.36}, doi = {10.1137/1.9781611974973.36}, timestamp = {Wed, 12 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangAJP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangWCZZ17, author = {Yexun Zhang and Yanfeng Wang and Wenbin Cai and Siyuan Zhou and Ya Zhang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {153--161}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.18}, doi = {10.1137/1.9781611974973.18}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangWCZZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangXLKZ17, author = {Yao Zhang and Yun Xiong and Xinyue Liu and Xiangnan Kong and Yangyong Zhu}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {642--650}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.72}, doi = {10.1137/1.9781611974973.72}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangXLKZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangYWSZ17, author = {Chuxu Zhang and Lu Yu and Yan Wang and Chirag Shah and Xiangliang Zhang}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Collaborative User Network Embedding for Social Recommender Systems}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {381--389}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.43}, doi = {10.1137/1.9781611974973.43}, timestamp = {Mon, 07 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangYWSZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangZYAHDT17, author = {Si Zhang and Dawei Zhou and Mehmet Yigit Yildirim and Scott Alcorn and Jingrui He and Hasan Davulcu and Hanghang Tong}, editor = {Nitesh V. Chawla and Wei Wang}, title = {HiDDen: Hierarchical Dense Subgraph Detection with Application to Financial Fraud Detection}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {570--578}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.64}, doi = {10.1137/1.9781611974973.64}, timestamp = {Thu, 17 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangZYAHDT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoFS17, author = {Yan Zhao and Xiao Fang and David Simchi{-}Levi}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Uplift Modeling with Multiple Treatments and General Response Types}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {588--596}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.66}, doi = {10.1137/1.9781611974973.66}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoFS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouYH17, author = {Yao Zhou and Lei Ying and Jingrui He}, editor = {Nitesh V. Chawla and Wei Wang}, title = {MultiC\({}^{\mbox{2}}\): an Optimization Framework for Learning from Task and Worker Dual Heterogeneity}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {579--587}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.65}, doi = {10.1137/1.9781611974973.65}, timestamp = {Mon, 02 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouYH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhuLH17, author = {Yada Zhu and Jianbo Li and Jingrui He}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Learning from Multi-Modality Multi-Resolution Data: an Optimization Approach}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {714--722}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.80}, doi = {10.1137/1.9781611974973.80}, timestamp = {Wed, 16 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhuLH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2017, editor = {Nitesh V. Chawla and Wei Wang}, title = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973}, doi = {10.1137/1.9781611974973}, isbn = {978-1-61197-497-3}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0003VBV16, author = {Simone Romano and Xuan Vinh Nguyen and James Bailey and Karin Verspoor}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A Framework to Adjust Dependency Measure Estimates for Chance}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {423--431}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.48}, doi = {10.1137/1.9781611974348.48}, timestamp = {Thu, 17 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/0003VBV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AllabLN16, author = {Kais Allab and Lazhar Labiod and Mohamed Nadif}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Power Simultaneous Spectral Data Embedding and Clustering}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {270--278}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.31}, doi = {10.1137/1.9781611974348.31}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AllabLN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AssamS016, author = {Roland Assam and Subramanyam Sathyanarayana and Thomas Seidl}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Infusing Geo-Recency Mixture Models for Effective Location Prediction in {LBSN}}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {855--863}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.96}, doi = {10.1137/1.9781611974348.96}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AssamS016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BabbarMS16, author = {Rohit Babbar and Krikamol Muandet and Bernhard Sch{\"{o}}lkopf}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {TerseSVM : {A} Scalable Approach for Learning Compact Models in Large-scale Classification}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {234--242}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.27}, doi = {10.1137/1.9781611974348.27}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BabbarMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BargerF16, author = {Artem Barger and Dan Feldman}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {\emph{k}-Means for Streaming and Distributed Big Sparse Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {342--350}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.39}, doi = {10.1137/1.9781611974348.39}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BargerF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BeigiTWL16, author = {Ghazaleh Beigi and Jiliang Tang and Suhang Wang and Huan Liu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Exploiting Emotional Information for Trust/Distrust Prediction}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {81--89}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.10}, doi = {10.1137/1.9781611974348.10}, timestamp = {Wed, 07 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BeigiTWL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BianLN16, author = {Xiao Bian and Feng Li and Xia Ning}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Kernelized Sparse Self-Representation for Clustering and Recommendation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {10--17}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.2}, doi = {10.1137/1.9781611974348.2}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BianLN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaiZPTHZ16, author = {Ruichu Cai and Zhenjie Zhang and Srinivasan Parthasarathy and Anthony K. H. Tung and Zhifeng Hao and Wen Zhang}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Multi-Domain Manifold Learning for Drug-Target Interaction Prediction}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {18--26}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.3}, doi = {10.1137/1.9781611974348.3}, timestamp = {Fri, 22 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CaiZPTHZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Chehreghani16, author = {Morteza Haghir Chehreghani}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {K-Nearest Neighbor Search and Outlier Detection via Minimax Distances}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {405--413}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.46}, doi = {10.1137/1.9781611974348.46}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Chehreghani16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenTSCCJ16, author = {Ting Chen and Lu{-}An Tang and Yizhou Sun and Zhengzhang Chen and Haifeng Chen and Guofei Jiang}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Integrating Community and Role Detection in Information Networks}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {72--80}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.9}, doi = {10.1137/1.9781611974348.9}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenTSCCJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenYSCKF16, author = {Xi C. Chen and Yuanshun Yao and Sichao Shi and Snigdhansu Chatterjee and Vipin Kumar and James H. Faghmous}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {162--170}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.19}, doi = {10.1137/1.9781611974348.19}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenYSCKF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChengWZH16, author = {Yu Cheng and Fei Wang and Ping Zhang and Jianying Hu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Risk Prediction with Electronic Health Records: {A} Deep Learning Approach}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {432--440}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.49}, doi = {10.1137/1.9781611974348.49}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChengWZH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DasWKKN16, author = {Mayukh Das and Yuqing Wu and Tushar Khot and Kristian Kersting and Sriraam Natarajan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {738--746}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.83}, doi = {10.1137/1.9781611974348.83}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DasWKKN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DasZ16, author = {Ariyam Das and Carlo Zaniolo}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Fast Lossless Frequent Itemset Mining in Data Streams using Crucial Patterns}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {576--584}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.65}, doi = {10.1137/1.9781611974348.65}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DasZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DongT16, author = {Guozhu Dong and Vahid Taslimitehrani}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Pattern Aided Classification}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {225--233}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.26}, doi = {10.1137/1.9781611974348.26}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DongT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ErfaniBRNLBR16, author = {Sarah M. Erfani and Mahsa Baktashmotlagh and Sutharshan Rajasegarar and Vinh Nguyen and Christopher Leckie and James Bailey and Kotagiri Ramamohanarao}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {{R1STM:} One-class Support Tensor Machine with Randomised Kernel}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {198--206}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.23}, doi = {10.1137/1.9781611974348.23}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ErfaniBRNLBR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FishKL16, author = {Benjamin Fish and Jeremy Kun and {\'{A}}d{\'{a}}m D{\'{a}}niel Lelkes}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A Confidence-Based Approach for Balancing Fairness and Accuracy}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {144--152}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.17}, doi = {10.1137/1.9781611974348.17}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FishKL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GanjiBS16, author = {Mohadeseh Ganji and James Bailey and Peter J. Stuckey}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Lagrangian Constrained Clustering}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {288--296}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.33}, doi = {10.1137/1.9781611974348.33}, timestamp = {Tue, 16 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GanjiBS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuanFLXCL16, author = {Chu Guan and Yanjie Fu and Xinjiang Lu and Hui Xiong and Enhong Chen and Yingling Liu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Vocal Competence Based Karaoke Recommendation: {A} Maximum-Margin Joint Model}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {135--143}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.16}, doi = {10.1137/1.9781611974348.16}, timestamp = {Thu, 09 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GuanFLXCL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanTSSCY16, author = {Fangqiu Han and Shulong Tan and Huan Sun and Mudhakar Srivatsa and Deng Cai and Xifeng Yan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Distributed Representations of Expertise}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {531--539}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.60}, doi = {10.1137/1.9781611974348.60}, timestamp = {Wed, 31 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanTSSCY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanZGVO16, author = {Chao Han and Shanshan Zhang and Mohamed F. Ghalwash and Slobodan Vucetic and Zoran Obradovic}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Joint Learning of Representation and Structure for Sparse Regression on Graphs}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {846--854}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.95}, doi = {10.1137/1.9781611974348.95}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanZGVO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HattoriASIK16, author = {Takashi Hattori and Kazuo Aoyama and Kazumi Saito and Tetsuo Ikeda and Eri Kobayashi}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Pivot-based k-means Algorithm for Numerous-class Data Sets}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {333--341}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.38}, doi = {10.1137/1.9781611974348.38}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HattoriASIK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16, author = {Bryan Hooi and Neil Shah and Alex Beutel and Stephan G{\"{u}}nnemann and Leman Akoglu and Mohit Kumar and Disha Makhija and Christos Faloutsos}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {495--503}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.56}, doi = {10.1137/1.9781611974348.56}, timestamp = {Fri, 26 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HouWGD16, author = {Yangyang Hou and Joyce Jiyoung Whang and David F. Gleich and Inderjit S. Dhillon}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {297--305}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.34}, doi = {10.1137/1.9781611974348.34}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HouWGD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuangL16, author = {Hsin{-}Yuan Huang and Chih{-}Jen Lin}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Linear and Kernel Classification: When to Use Which?}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {216--224}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.25}, doi = {10.1137/1.9781611974348.25}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuangL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HynesS16, author = {Michael B. Hynes and Hans De Sterck}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A polynomial expansion line search for large-scale unconstrained minimization of smooth \emph{L}\({}_{\mbox{2}}\)-regularized loss functions, with implementation in Apache Spark}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {603--611}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.68}, doi = {10.1137/1.9781611974348.68}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HynesS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ItoOY16, author = {Yu Ito and Shinichi Oeda and Kenji Yamanishi}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Rank Selection for Non-negative Matrix Factorization with Normalized Maximum Likelihood Coding}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {720--728}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.81}, doi = {10.1137/1.9781611974348.81}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ItoOY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JanakiramanMO16, author = {Vijay Manikandan Janakiraman and Bryan L. Matthews and Nikunj C. Oza}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Discovery of Precursors to Adverse Events using Time Series Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {639--647}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.72}, doi = {10.1137/1.9781611974348.72}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JanakiramanMO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KafsiBMGKT16, author = {Mohamed Kafsi and Rapha{\"{e}}l Braunschweig and Danielle Mersch and Matthias Grossglauser and Laurent Keller and Patrick Thiran}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Uncovering Latent Behaviors in Ant Colonies}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {450--458}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.51}, doi = {10.1137/1.9781611974348.51}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KafsiBMGKT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KangC16, author = {Zhao Kang and Qiang Cheng}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Top-N Recommendation with Novel Rank Approximation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {126--134}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.15}, doi = {10.1137/1.9781611974348.15}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KangC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KaraevM16, author = {Sanjar Karaev and Pauli Miettinen}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Capricorn: An Algorithm for Subtropical Matrix Factorization}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {702--710}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.79}, doi = {10.1137/1.9781611974348.79}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KaraevM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KeneshlooWHR16, author = {Yaser Keneshloo and Shuguang Wang and Eui{-}Hong Sam Han and Naren Ramakrishnan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Predicting the Popularity of News Articles}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {441--449}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.50}, doi = {10.1137/1.9781611974348.50}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KeneshlooWHR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeL16, author = {Dung D. Le and Hady Wirawan Lauw}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {396--404}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.45}, doi = {10.1137/1.9781611974348.45}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LeL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeL16, author = {Pei Lee and Laks V. S. Lakshmanan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Query-Driven Maximum Quasi-Clique Search}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {522--530}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.59}, doi = {10.1137/1.9781611974348.59}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiHWG16, author = {Huayu Li and Richang Hong and Zhiang Wu and Yong Ge}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {117--125}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.14}, doi = {10.1137/1.9781611974348.14}, timestamp = {Thu, 16 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiHWG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiHWL16, author = {Jundong Li and Xia Hu and Liang Wu and Huan Liu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Robust Unsupervised Feature Selection on Networked Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {387--395}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.44}, doi = {10.1137/1.9781611974348.44}, timestamp = {Sun, 28 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiHWL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiOZ16, author = {Ximing Li and Jihong Ouyang and Xiaotang Zhou}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {729--737}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.82}, doi = {10.1137/1.9781611974348.82}, timestamp = {Thu, 22 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiOZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiTTF16, author = {Liangyue Li and Hanghang Tong and Jie Tang and Wei Fan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {\emph{iPath: } Forecasting the Pathway to Impact}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {468--476}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.53}, doi = {10.1137/1.9781611974348.53}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiTTF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiVR16, author = {Yan Li and Bhanukiran Vinzamuri and Chandan K. Reddy}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Regularized Weighted Linear Regression for High-dimensional Censored Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {45--53}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.6}, doi = {10.1137/1.9781611974348.6}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiVR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiXR16, author = {Yan Li and Kevin S. Xu and Chandan K. Reddy}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Regularized Parametric Regression for High-dimensional Survival Analysis}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {765--773}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.86}, doi = {10.1137/1.9781611974348.86}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiXR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiaoCC16, author = {Pei{-}Lun Liao and Chung{-}Kuang Chou and Ming{-}Syan Chen}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Uncovering Multiple Diffusion Networks Using the First-Hand Sharing Pattern}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {63--71}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.8}, doi = {10.1137/1.9781611974348.8}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiaoCC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuALKSS16, author = {Xinyue Liu and Charu C. Aggarwal and Yu{-}Feng Li and Xiangnan Kong and Xinyuan Sun and Saket Sathe}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Kernelized Matrix Factorization for Collaborative Filtering}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {378--386}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.43}, doi = {10.1137/1.9781611974348.43}, timestamp = {Wed, 17 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuALKSS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuF16, author = {Song Liu and Kenji Fukumizu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {747--755}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.84}, doi = {10.1137/1.9781611974348.84}, timestamp = {Tue, 07 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuH16, author = {Zitao Liu and Milos Hauskrecht}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Learning Linear Dynamical Systems from Multivariate Time Series: {A} Matrix Factorization Based Framework}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {810--818}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.91}, doi = {10.1137/1.9781611974348.91}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LuZH16, author = {Jing Lu and Peilin Zhao and Steven C. H. Hoi}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Online Sparse Passive Aggressive Learning with Kernels}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {675--683}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.76}, doi = {10.1137/1.9781611974348.76}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LuZH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaHLYSR16, author = {Guixiang Ma and Lifang He and Chun{-}Ta Lu and Philip S. Yu and Linlin Shen and Ann B. Ragin}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {819--827}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.92}, doi = {10.1137/1.9781611974348.92}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MaHLYSR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaslovPZK16, author = {Alexandr V. Maslov and Mykola Pechenizkiy and Indre Zliobaite and Tommi K{\"{a}}rkk{\"{a}}inen}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Modelling Recurrent Events for Improving Online Change Detection}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {549--557}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.62}, doi = {10.1137/1.9781611974348.62}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MaslovPZK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MoellerSV16, author = {John Moeller and Sarathkrishna Swaminathan and Suresh Venkatasubramanian}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A Unified View of Localized Kernel Learning}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {252--260}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.29}, doi = {10.1137/1.9781611974348.29}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MoellerSV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MoonMJHOS16, author = {Changsung Moon and Dakota Medd and Paul Jones and Steve Harenberg and William Oxbury and Nagiza F. Samatova}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Online Prediction of User Actions through an Ensemble Vote from Vector Representation and Frequency Analysis Models}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {90--98}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.11}, doi = {10.1137/1.9781611974348.11}, timestamp = {Mon, 03 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MoonMJHOS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MoshtaghiLB16, author = {Masud Moshtaghi and Christopher Leckie and James C. Bezdek}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Online Clustering of Multivariate Time-series}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {360--368}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.41}, doi = {10.1137/1.9781611974348.41}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MoshtaghiLB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NaeiniC16, author = {Mahdi Pakdaman Naeini and Gregory F. Cooper}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {261--269}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.30}, doi = {10.1137/1.9781611974348.30}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NaeiniC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenMV16, author = {Hoang Vu Nguyen and Panagiotis Mandros and Jilles Vreeken}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Universal Dependency Analysis}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {792--800}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.89}, doi = {10.1137/1.9781611974348.89}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenMV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenSMIN16, author = {Phuong Nguyen and Aleksander Slominski and Vinod Muthusamy and Vatche Ishakian and Klara Nahrstedt}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Process Trace Clustering: {A} Heterogeneous Information Network Approach}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {279--287}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.32}, doi = {10.1137/1.9781611974348.32}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenSMIN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenV16, author = {Hoang Vu Nguyen and Jilles Vreeken}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Flexibly Mining Better Subgroups}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {585--593}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.66}, doi = {10.1137/1.9781611974348.66}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenV16a, author = {Hoang Vu Nguyen and Jilles Vreeken}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {828--836}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.93}, doi = {10.1137/1.9781611974348.93}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenV16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PalanisamyPS16, author = {Balamurugan Palaniappan and Anusha Posinasetty and Shirish K. Shevade}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {{ADMM} for Training Sparse Structural SVMs with Augmented \emph{{\(\mathscr{l}\)}}\({}_{\mbox{1}}\) Regularizers}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {684--692}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.77}, doi = {10.1137/1.9781611974348.77}, timestamp = {Mon, 23 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PalanisamyPS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Papalexakis16, author = {Evangelos E. Papalexakis}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Automatic Unsupervised Tensor Mining with Quality Assessment}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {711--719}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.80}, doi = {10.1137/1.9781611974348.80}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Papalexakis16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PatelGDMB16, author = {Raajen Patel and Tom Goldstein and Eva L. Dyer and Azalia Mirhoseini and Richard G. Baraniuk}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Deterministic Column Sampling for Low-Rank Matrix Approximation: Nystr{\"{o}}m vs. Incomplete Cholesky Decomposition}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {594--602}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.67}, doi = {10.1137/1.9781611974348.67}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PatelGDMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PerozziA16, author = {Bryan Perozzi and Leman Akoglu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Scalable Anomaly Ranking of Attributed Neighborhoods}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {207--215}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.24}, doi = {10.1137/1.9781611974348.24}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PerozziA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PillutlaFDFKT16, author = {Venkata Krishna Pillutla and Zhanpeng Fang and Pravallika Devineni and Christos Faloutsos and Danai Koutra and Jie Tang}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {783--791}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.88}, doi = {10.1137/1.9781611974348.88}, timestamp = {Sun, 01 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PillutlaFDFKT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Polychronopoulou16, author = {Athanasia Polychronopoulou and Zoran Obradovic}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Structured Regression on Multilayer Networks}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {612--620}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.69}, doi = {10.1137/1.9781611974348.69}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Polychronopoulou16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/QinSD16, author = {Tian Qin and Guojie Song and Sizhen Du}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Routine Mining Based Anomaly Detection in Mobile Phone Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {180--188}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.21}, doi = {10.1137/1.9781611974348.21}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/QinSD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/QuintSVW16, author = {Paul Quint and Stephen D. Scott and N. V. Vinodchandran and Bradley Worley}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Constrained Group Testing to Predict Binding Response of Candidate Compounds}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {756--764}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.85}, doi = {10.1137/1.9781611974348.85}, timestamp = {Wed, 12 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/QuintSVW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RahmanJKPM16, author = {Ahsanur Rahman and Steve T. K. Jan and Hyunju Kim and B. Aditya Prakash and T. M. Murali}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Unstable Communities in Network Ensembles}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {504--512}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.57}, doi = {10.1137/1.9781611974348.57}, timestamp = {Wed, 27 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/RahmanJKPM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RahmanRCC16, author = {Mahmudur Rahman and Mizanur Rahman and Bogdan Carbunar and Duen Horng Chau}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {FairPlay: Fraud and Malware Detection in Google Play}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {99--107}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.12}, doi = {10.1137/1.9781611974348.12}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RahmanRCC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RanshousHSS16, author = {Stephen Ranshous and Steve Harenberg and Kshitij Sharma and Nagiza F. Samatova}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {189--197}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.22}, doi = {10.1137/1.9781611974348.22}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RanshousHSS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RayanaA16, author = {Shebuti Rayana and Leman Akoglu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Collective Opinion Spam Detection using Active Inference}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {630--638}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.71}, doi = {10.1137/1.9781611974348.71}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RayanaA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RysavyH16, author = {Petr Rysav{\'{y}} and Greg Hamerly}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Geometric methods to accelerate \emph{k}-means algorithms}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {324--332}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.37}, doi = {10.1137/1.9781611974348.37}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RysavyH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SadoddinSR16, author = {Reza Sadoddin and J{\"{o}}rg Sander and Davood Rafiei}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {27--35}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.4}, doi = {10.1137/1.9781611974348.4}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SadoddinSR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SahooSHZ16, author = {Doyen Sahoo and Abhishek Sharma and Steven C. H. Hoi and Peilin Zhao}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Temporal Kernel Descriptors for Learning with Time-sensitive Patterns}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {540--548}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.61}, doi = {10.1137/1.9781611974348.61}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SahooSHZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SalahRN16, author = {Aghiles Salah and Nicoleta Rogovschi and Mohamed Nadif}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Stochastic Co-clustering for Document-Term Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {306--314}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.35}, doi = {10.1137/1.9781611974348.35}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SalahRN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SatheA16, author = {Saket Sathe and Charu C. Aggarwal}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {{LODES:} Local Density Meets Spectral Outlier Detection}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {171--179}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.20}, doi = {10.1137/1.9781611974348.20}, timestamp = {Wed, 17 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SatheA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShahamYL16, author = {Eran Shaham and Honghai Yu and Xiaoli Li}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {On finding the maximum edge biclique in a bipartite graph: a subspace clustering approach}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {315--323}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.36}, doi = {10.1137/1.9781611974348.36}, timestamp = {Thu, 19 Oct 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShahamYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShangPH16, author = {Jingbo Shang and Jian Peng and Jiawei Han}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {{MACFP:} Maximal Approximate Consecutive Frequent Pattern Mining under Edit Distance}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {558--566}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.63}, doi = {10.1137/1.9781611974348.63}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ShangPH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShangSLG16, author = {Wenling Shang and Kihyuk Sohn and Honglak Lee and Anna C. Gilbert}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {243--251}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.28}, doi = {10.1137/1.9781611974348.28}, timestamp = {Mon, 12 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShangSLG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShangTPH16, author = {Jingbo Shang and Wenzhu Tong and Jian Peng and Jiawei Han}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {567--575}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.64}, doi = {10.1137/1.9781611974348.64}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ShangTPH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SilvaB16, author = {Diego Furtado Silva and Gustavo E. A. P. A. Batista}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {837--845}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.94}, doi = {10.1137/1.9781611974348.94}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SilvaB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SilvaSFC16, author = {Afonso Expedito Da Silva and Lucas L. Sanches and Antonio C. Fraideinberze and Robson L. F. Cordeiro}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {\emph{Halite\({}_{\mbox{ds}}\)}: Fast and Scalable Subspace Clustering for Multidimensional Data Streams}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {351--359}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.40}, doi = {10.1137/1.9781611974348.40}, timestamp = {Thu, 15 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SilvaSFC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SuHHY16, author = {Yu Su and Fangqiu Han and Richard E. Harang and Xifeng Yan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {A Fast Kernel for Attributed Graphs}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {486--494}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.55}, doi = {10.1137/1.9781611974348.55}, timestamp = {Tue, 07 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SuHHY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TCB16, author = {Amir Asiaee T. and Soumyadeep Chatterjee and Arindam Banerjee}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {High Dimensional Structured Estimation with Noisy Designs}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {801--809}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.90}, doi = {10.1137/1.9781611974348.90}, timestamp = {Thu, 28 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/TCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TaiYZZLQ16, author = {Ying Tai and Jian Yang and Fanlong Zhang and Yigong Zhang and Lei Luo and Jianjun Qian}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Structural Orthogonal Procrustes Regression for Face Recognition with Pose Variations and Misalignment}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {693--701}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.78}, doi = {10.1137/1.9781611974348.78}, timestamp = {Thu, 22 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TaiYZZLQ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TangAL16, author = {Jiliang Tang and Charu C. Aggarwal and Huan Liu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Node Classification in Signed Social Networks}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {54--62}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.7}, doi = {10.1137/1.9781611974348.7}, timestamp = {Wed, 07 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/TangAL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TaskC16, author = {Christine Task and Chris Clifton}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Differentially Private Significance Testing on Paired-Sample Data}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {153--161}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.18}, doi = {10.1137/1.9781611974348.18}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TaskC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TekumallaB16, author = {Lavanya Sita Tekumalla and Chiranjib Bhattacharyya}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data for {I/O} Efficient Bulk Cache Preloading}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {774--782}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.87}, doi = {10.1137/1.9781611974348.87}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TekumallaB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/UlanovaBSK16, author = {Liudmila Ulanova and Nurjahan Begum and Mohammad Shokoohi{-}Yekta and Eamonn J. Keogh}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Clustering in the Face of Fast Changing Streams}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {1--9}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.1}, doi = {10.1137/1.9781611974348.1}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/UlanovaBSK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangCZWH16, author = {Zhangyang Wang and Shiyu Chang and Jiayu Zhou and Meng Wang and Thomas S. Huang}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Learning {A} Task-Specific Deep Architecture For Clustering}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {369--377}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.42}, doi = {10.1137/1.9781611974348.42}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangCZWH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangSSHSWZ16, author = {Chenguang Wang and Yizhou Sun and Yanglei Song and Jiawei Han and Yangqiu Song and Lidan Wang and Ming Zhang}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {621--629}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.70}, doi = {10.1137/1.9781611974348.70}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangSSHSWZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiCY16, author = {Xiaokai Wei and Bokai Cao and Philip S. Yu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Nonlinear Joint Unsupervised Feature Selection}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {414--422}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.47}, doi = {10.1137/1.9781611974348.47}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiCY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X16, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Front Matter}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.fm}, doi = {10.1137/1.9781611974348.FM}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X16a, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Back Matter}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {864--867}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.bm}, doi = {10.1137/1.9781611974348.BM}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiaPD16, author = {Xide Xia and Pavlos Protopapas and Finale Doshi{-}Velez}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Cost-Sensitive Batch Mode Active Learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {477--485}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.54}, doi = {10.1137/1.9781611974348.54}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XiaPD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XieHSZGFY16, author = {Sihong Xie and Qingbo Hu and Weixiang Shao and Jingyuan Zhang and Jing Gao and Wei Fan and Philip S. Yu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {648--656}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.73}, doi = {10.1137/1.9781611974348.73}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XieHSZGFY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuLTZ16, author = {Jianpeng Xu and Kaixiang Lin and Pang{-}Ning Tan and Jiayu Zhou}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {108--116}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.13}, doi = {10.1137/1.9781611974348.13}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuLTZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuTLZ16, author = {Jianpeng Xu and Pang{-}Ning Tan and Lifeng Luo and Jiayu Zhou}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {657--665}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.74}, doi = {10.1137/1.9781611974348.74}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/XuTLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YamaguchiFK16, author = {Yuto Yamaguchi and Christos Faloutsos and Hiroyuki Kitagawa}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {{CAMLP:} Confidence-Aware Modulated Label Propagation}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {513--521}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.58}, doi = {10.1137/1.9781611974348.58}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YamaguchiFK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangLZ0G16, author = {Peng Yang and Guangxia Li and Peilin Zhao and Xiaoli Li and Sujatha Das Gollapalli}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Learning Correlative and Personalized Structure for Online Multi-Task Classification}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {666--674}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.75}, doi = {10.1137/1.9781611974348.75}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangLZ0G16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YaoFLX16, author = {Zijun Yao and Yanjie Fu and Bin Liu and Hui Xiong}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {The Impact of Community Safety on House Ranking}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {459--467}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.52}, doi = {10.1137/1.9781611974348.52}, timestamp = {Sat, 01 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YaoFLX16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangCXLYR16, author = {Jingyuan Zhang and Bokai Cao and Sihong Xie and Chun{-}Ta Lu and Philip S. Yu and Ann B. Ragin}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {36--44}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.5}, doi = {10.1137/1.9781611974348.5}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangCXLYR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2016, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348}, doi = {10.1137/1.9781611974348}, isbn = {978-1-61197-434-8}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0001S15, author = {Abhishek Kumar and Vikas Sindhwani}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Near-separable Non-negative Matrix Factorization with {\(\mathscr{l}\)}\({}_{\mbox{1}}\) and Bregman Loss Functions}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {343--351}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.39}, doi = {10.1137/1.9781611974010.39}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0001S15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Al-RfouKPS15, author = {Rami Al{-}Rfou and Vivek Kulkarni and Bryan Perozzi and Steven Skiena}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{POLYGLOT-NER:} Massive Multilingual Named Entity Recognition}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {586--594}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.66}, doi = {10.1137/1.9781611974010.66}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Al-RfouKPS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AybatZK15, author = {Necdet Serhat Aybat and Sahar Zarmehri and Soundar R. T. Kumara}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {An {ADMM} Algorithm for Clustering Partially Observed Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {460--468}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.52}, doi = {10.1137/1.9781611974010.52}, timestamp = {Wed, 15 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/AybatZK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BarajasAFH15, author = {Joel Barajas and Ram Akella and Aaron Flores and Marius Holtan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Estimating Ad Impact on Clicker Conversions for Causal Attribution: {A} Potential Outcomes Approach}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {640--648}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.72}, doi = {10.1137/1.9781611974010.72}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BarajasAFH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BelletLGBS15, author = {Aur{\'{e}}lien Bellet and Yingyu Liang and Alireza Bagheri Garakani and Maria{-}Florina Balcan and Fei Sha}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {478--486}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.54}, doi = {10.1137/1.9781611974010.54}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BelletLGBS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BensonGL15, author = {Austin R. Benson and David F. Gleich and Jure Leskovec}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Tensor Spectral Clustering for Partitioning Higher-order Network Structures}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {118--126}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.14}, doi = {10.1137/1.9781611974010.14}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BensonGL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaiTFJ15, author = {Yongjie Cai and Hanghang Tong and Wei Fan and Ping Ji}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Fast Mining of a Network of Coevolving Time Series}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {298--306}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.34}, doi = {10.1137/1.9781611974010.34}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CaiTFJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CenKJS15, author = {Lei Cen and Deguang Kong and Hongxia Jin and Luo Si}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Mobile App Security Risk Assessment: {A} Crowdsourcing Ranking Approach from User Comments}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {658--666}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.74}, doi = {10.1137/1.9781611974010.74}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CenKJS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CetinMC15, author = {Mustafa S. {\c{C}}etin and Abdullah Mueen and Vince D. Calhoun}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Shapelet Ensemble for Multi-dimensional Time Series}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {307--315}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.35}, doi = {10.1137/1.9781611974010.35}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CetinMC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChanHA15, author = {Hau Chan and Shuchu Han and Leman Akoglu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Where Graph Topology Matters: The Robust Subgraph Problem}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {10--18}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.2}, doi = {10.1137/1.9781611974010.2}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChanHA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenDSD15, author = {Junxiang Chen and Wei Dai and Yizhou Sun and Jennifer G. Dy}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson Model}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {424--432}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.48}, doi = {10.1137/1.9781611974010.48}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenDSD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenSHX15, author = {Xiaodong Chen and Guojie Song and Xinran He and Kunqing Xie}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {On Influential Nodes Tracking in Dynamic Social Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {613--621}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.69}, doi = {10.1137/1.9781611974010.69}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenSHX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenT15, author = {Chen Chen and Hanghang Tong}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Fast Eigen-Functions Tracking on Dynamic Graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {559--567}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.63}, doi = {10.1137/1.9781611974010.63}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenXCCWL15, author = {Zaiyi Chen and Linli Xu and Enhong Chen and Biao Chang and Zhefeng Wang and Yitan Li}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Selecting Social Media Responses to News: {A} Convex Framework Based On Data Reconstruction}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {541--549}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.61}, doi = {10.1137/1.9781611974010.61}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenXCCWL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChengALC15, author = {Yu Cheng and Ankit Agrawal and Huan Liu and Alok N. Choudhary}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous Information}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {361--369}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.41}, doi = {10.1137/1.9781611974010.41}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChengALC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ContractorPINSM15, author = {Danish Contractor and Kashyap Popat and Shajith Ikbal and Sumit Negi and Bikram Sengupta and Mukesh K. Mohania}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Labeling Educational Content with Academic Learning Standards}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {136--144}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.16}, doi = {10.1137/1.9781611974010.16}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ContractorPINSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CoroianH15, author = {Dan C. Coroian and Kris Hauser}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Learning Stroke Treatment Progression Models for an {MDP} Clinical Decision Support System}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {676--684}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.76}, doi = {10.1137/1.9781611974010.76}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CoroianH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CrussellK15, author = {Jonathan Crussell and W. Philip Kegelmeyer}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Attacking {DBSCAN} for Fun and Profit}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {235--243}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.27}, doi = {10.1137/1.9781611974010.27}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CrussellK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DongXGFY15, author = {Bowen Dong and Sihong Xie and Jing Gao and Wei Fan and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {OnlineCM: Real-time Consensus Classification with Missing Values}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {685--693}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.77}, doi = {10.1137/1.9781611974010.77}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DongXGFY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ErdosIBT15, author = {D{\'{o}}ra Erd{\"{o}}s and Vatche Ishakian and Azer Bestavros and Evimaria Terzi}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {A Divide-and-Conquer Algorithm for Betweenness Centrality}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {433--441}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.49}, doi = {10.1137/1.9781611974010.49}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ErdosIBT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FangT15, author = {Meng Fang and Dacheng Tao}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Active Multi-task Learning via Bandits}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {505--513}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.57}, doi = {10.1137/1.9781611974010.57}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FangT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FuGHT15, author = {Yifan Fu and Junbin Gao and Xia Hong and David Tien}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Low Rank Representation on Riemannian Manifold of Symmetric Positive Definite Matrices}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {316--324}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.36}, doi = {10.1137/1.9781611974010.36}, timestamp = {Thu, 19 Oct 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FuGHT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GranekH15, author = {Justin Granek and Eldad Haber}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Data mining for real mining: {A} robust algorithm for prospectivity mapping with uncertainties}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {145--153}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.17}, doi = {10.1137/1.9781611974010.17}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GranekH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuptaRPV15, author = {Sunil Gupta and Santu Rana and Dinh Q. Phung and Svetha Venkatesh}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {What shall {I} share and with Whom? - {A} Multi-Task Learning Formulation using Multi-Faceted Task Relationships}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {703--711}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.79}, doi = {10.1137/1.9781611974010.79}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GuptaRPV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeimBSH15, author = {Eric Heim and Matthew Berger and Lee M. Seversky and Milos Hauskrecht}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Efficient Online Relative Comparison Kernel Learning}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {271--279}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.31}, doi = {10.1137/1.9781611974010.31}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeimBSH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HongBH15, author = {Charmgil Hong and Iyad Batal and Milos Hauskrecht}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {A Generalized Mixture Framework for Multi-label Classification}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {712--720}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.80}, doi = {10.1137/1.9781611974010.80}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HongBH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuXLFY15, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Wei Fan and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {442--450}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.50}, doi = {10.1137/1.9781611974010.50}, timestamp = {Tue, 12 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuXLFY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuangSPFTM15, author = {Kejun Huang and Nicholas D. Sidiropoulos and Evangelos E. Papalexakis and Christos Faloutsos and Partha Pratim Talukdar and Tom M. Mitchell}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Principled Neuro-Functional Connectivity Discovery}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {631--639}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.71}, doi = {10.1137/1.9781611974010.71}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HuangSPFTM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JangyodsukPA15, author = {Pat Jangyodsuk and Panagiotis Papapetrou and Vassilis Athitsos}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Optimizing Hashing Functions for Similarity Indexing in Arbitrary Metric and Nonmetric Spaces}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {828--836}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.93}, doi = {10.1137/1.9781611974010.93}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JangyodsukPA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JohnsonB15, author = {Nicholas Johnson and Arindam Banerjee}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Online Resource Allocation with Structured Diversification}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {595--603}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.67}, doi = {10.1137/1.9781611974010.67}, timestamp = {Thu, 28 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/JohnsonB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KaleGRHL15, author = {David C. Kale and Marjan Ghazvininejad and Anil Ramakrishna and Jingrui He and Yan Liu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Hierarchical Active Transfer Learning}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {514--522}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.58}, doi = {10.1137/1.9781611974010.58}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KaleGRHL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KaraevMV15, author = {Sanjar Karaev and Pauli Miettinen and Jilles Vreeken}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Getting to Know the Unknown Unknowns: Destructive-Noise Resistant Boolean Matrix Factorization}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {325--333}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.37}, doi = {10.1137/1.9781611974010.37}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KaraevMV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KarpatneKK15, author = {Anuj Karpatne and Ankush Khandelwal and Vipin Kumar}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {730--738}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.82}, doi = {10.1137/1.9781611974010.82}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KarpatneKK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KongJ15, author = {Deguang Kong and Hongxia Jin}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Towards Permission Request Prediction on Mobile Apps via Structure Feature Learning}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {604--612}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.68}, doi = {10.1137/1.9781611974010.68}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KongJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KrakF15, author = {Thomas E. Krak and Ad Feelders}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Exceptional Model Mining with Tree-Constrained Gradient Ascent}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {487--495}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.55}, doi = {10.1137/1.9781611974010.55}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KrakF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KuoBD15, author = {Chia{-}Tung Kuo and James Bailey and Ian Davidson}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {A Framework for Simplifying Trip Data into Networks via Coupled Matrix Factorization}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {739--747}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.83}, doi = {10.1137/1.9781611974010.83}, timestamp = {Tue, 16 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KuoBD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LakkarajuLKM15, author = {Himabindu Lakkaraju and Jure Leskovec and Jon M. Kleinberg and Sendhil Mullainathan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {A Bayesian Framework for Modeling Human Evaluations}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {181--189}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.21}, doi = {10.1137/1.9781611974010.21}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LakkarajuLKM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeET15, author = {Long T. Le and Tina Eliassi{-}Rad and Hanghang Tong}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{MET:} {A} Fast Algorithm for Minimizing Propagation in Large Graphs with Small Eigen-Gaps}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {694--702}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.78}, doi = {10.1137/1.9781611974010.78}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeET15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeC15, author = {Dongeun Lee and Jaesik Choi}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Learning Compressive Sensing Models for Big Spatio-Temporal Data}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {667--675}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.75}, doi = {10.1137/1.9781611974010.75}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LeeuwenU15, author = {Matthijs van Leeuwen and Antti Ukkonen}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Same bang, fewer bucks: efficient discovery of the cost-influence skyline}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {19--27}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.3}, doi = {10.1137/1.9781611974010.3}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LeeuwenU15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiGGDZ15, author = {Kang Li and Jing Gao and Suxin Guo and Nan Du and Aidong Zhang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Functional Node Detection on Linked Data}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {1--9}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.1}, doi = {10.1137/1.9781611974010.1}, timestamp = {Wed, 16 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiGGDZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiSF15, author = {Sheng Li and Ming Shao and Yun Fu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Multi-View Low-Rank Analysis for Outlier Detection}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {748--756}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.84}, doi = {10.1137/1.9781611974010.84}, timestamp = {Mon, 18 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiSF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiTXF15, author = {Liangyue Li and Hanghang Tong and Yanghua Xiao and Wei Fan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {\emph{Cheetah}: Fast Graph Kernel Tracking on Dynamic Graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {280--288}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.32}, doi = {10.1137/1.9781611974010.32}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiTXF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiW15, author = {Ruirui Li and Wei Wang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{REAFUM:} Representative Approximate Frequent Subgraph Mining}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {757--765}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.85}, doi = {10.1137/1.9781611974010.85}, timestamp = {Mon, 06 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiWW15, author = {Rumeng Li and Tao Wang and Xun Wang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Tracking Events Using Time-dependent Hierarchical Dirichlet Tree Model}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {550--558}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.62}, doi = {10.1137/1.9781611974010.62}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiWW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiZGFG15, author = {Huayu Li and Hengshu Zhu and Yong Ge and Yanjie Fu and Yuan Ge}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Personalized {TV} Recommendation with Mixture Probabilistic Matrix Factorization}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {352--360}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.40}, doi = {10.1137/1.9781611974010.40}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiZGFG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LinLBQH15, author = {Ying Lin and Kaibo Liu and Eunshin Byon and Xiaoning Qian and Shuai Huang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's Disease}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {721--729}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.81}, doi = {10.1137/1.9781611974010.81}, timestamp = {Sun, 27 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LinLBQH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuW15, author = {Ruilin Liu and Wendy Hui Wang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Result Integrity Verification of Outsourced Privacy-preserving Frequent Itemset Mining}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {244--252}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.28}, doi = {10.1137/1.9781611974010.28}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuWGGAKH15, author = {Jialu Liu and Chi Wang and Jing Gao and Quanquan Gu and Charu C. Aggarwal and Lance M. Kaplan and Jiawei Han}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{GIN:} {A} Clustering Model for Capturing Dual Heterogeneity in Networked Data}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {388--396}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.44}, doi = {10.1137/1.9781611974010.44}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuWGGAKH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuWTZF15, author = {Hongfu Liu and Junjie Wu and Dacheng Tao and Yuchao Zhang and Yun Fu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{DIAS:} {A} Disassemble-Assemble Framework for Highly Sparse Text Clustering}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {766--774}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.86}, doi = {10.1137/1.9781611974010.86}, timestamp = {Fri, 01 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuWTZF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuWZ15, author = {Ziqi Liu and Fei Wang and Qinghua Zheng}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Modeling Users' Adoption Behaviors with Social Selection and Influence}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {253--261}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.29}, doi = {10.1137/1.9781611974010.29}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LoukidesG15, author = {Grigorios Loukides and Robert Gwadera}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Optimal event sequence sanitization}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {775--783}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.87}, doi = {10.1137/1.9781611974010.87}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LoukidesG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaYLZY15, author = {Yuchi Ma and Ning Yang and Chuan Li and Lei Zhang and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Predicting Neighbor Distribution in Heterogeneous Information Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {784--791}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.88}, doi = {10.1137/1.9781611974010.88}, timestamp = {Fri, 16 Mar 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MaYLZY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MaoYWGS15, author = {Qi Mao and Le Yang and Li Wang and Steve Goodison and Yijun Sun}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {SimplePPT: {A} Simple Principal Tree Algorithm}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {792--800}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.89}, doi = {10.1137/1.9781611974010.89}, timestamp = {Fri, 20 Oct 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MaoYWGS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/McConvilleLM15, author = {Ryan McConville and Weiru Liu and Paul Miller}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Vertex Clustering of Augmented Graph Streams}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {109--117}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.13}, doi = {10.1137/1.9781611974010.13}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/McConvilleLM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MenonSC15, author = {Aditya Krishna Menon and Didi Surian and Sanjay Chawla}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Cross-Modal Retrieval: {A} Pairwise Classification Approach}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {199--207}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.23}, doi = {10.1137/1.9781611974010.23}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/MenonSC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MitraBB15, author = {Adway Mitra and Soma Biswas and Chiranjib Bhattacharyya}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Temporally Coherent {CRP:} {A} Bayesian Non-Parametric Approach for Clustering Tracklets with applications to Person Discovery in Videos}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {801--809}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.90}, doi = {10.1137/1.9781611974010.90}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MitraBB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MyersFRJ15, author = {Risa B. Myers and John C. Frenzel and Joseph R. Ruiz and Christopher M. Jermaine}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Correlating Surgical Vital Sign Quality with 30-Day Outcomes using Regression on Time Series Segment Features}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {810--818}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.91}, doi = {10.1137/1.9781611974010.91}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MyersFRJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NaeiniCH15, author = {Mahdi Pakdaman Naeini and Gregory F. Cooper and Milos Hauskrecht}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Binary Classifier Calibration Using a Bayesian Non-Parametric Approach}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {208--216}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.24}, doi = {10.1137/1.9781611974010.24}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NaeiniCH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OhamaKA15, author = {Iku Ohama and Takuya Kida and Hiroki Arimura}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Multi-Layered Framework for Modeling Relationships between Biased Objects}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {819--827}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.92}, doi = {10.1137/1.9781611974010.92}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OhamaKA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ParkZG15, author = {Dae Hoon Park and ChengXiang Zhai and Lifan Guo}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {SpecLDA: Modeling Product Reviews and Specifications to Generate Augmented Specifications}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {837--845}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.94}, doi = {10.1137/1.9781611974010.94}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ParkZG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ParotsidisPT15, author = {Nikos Parotsidis and Evaggelia Pitoura and Panayiotis Tsaparas}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Selecting Shortcuts for a Smaller World}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {28--36}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.4}, doi = {10.1137/1.9781611974010.4}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ParotsidisPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PetitjeanW15, author = {Fran{\c{c}}ois Petitjean and Geoffrey I. Webb}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Scaling log-linear analysis to datasets with thousands of variables}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {469--477}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.53}, doi = {10.1137/1.9781611974010.53}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/PetitjeanW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PhanIMPT15, author = {NhatHai Phan and Dino Ienco and Donato Malerba and Pascal Poncelet and Maguelonne Teisseire}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Mining Multi-Relational Gradual Patterns}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {846--854}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.95}, doi = {10.1137/1.9781611974010.95}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PhanIMPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/QiuSSJ15, author = {Minghui Qiu and Yanchuan Sim and Noah A. Smith and Jing Jiang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Modeling User Arguments, Interactions, and Attributes for Stance Prediction in Online Debate Forums}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {855--863}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.96}, doi = {10.1137/1.9781611974010.96}, timestamp = {Wed, 13 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/QiuSSJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RayanaA15, author = {Shebuti Rayana and Leman Akoglu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Less is More: Building Selective Anomaly Ensembles with Application to Event Detection in Temporal Graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {622--630}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.70}, doi = {10.1137/1.9781611974010.70}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RayanaA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RekatsinasGMNBG15, author = {Theodoros Rekatsinas and Saurav Ghosh and Sumiko R. Mekaru and Elaine O. Nsoesie and John S. Brownstein and Lise Getoor and Naren Ramakrishnan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data Sources}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {379--387}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.43}, doi = {10.1137/1.9781611974010.43}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/RekatsinasGMNBG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SahaAPV15, author = {Sudip Saha and Abhijin Adiga and B. Aditya Prakash and Anil Kumar S. Vullikanti}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Approximation Algorithms for Reducing the Spectral Radius to Control Epidemic Spread}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {568--576}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.64}, doi = {10.1137/1.9781611974010.64}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SahaAPV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SahaRD15, author = {Tanwistha Saha and Huzefa Rangwala and Carlotta Domeniconi}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Predicting Preference Tags to Improve Item Recommendation}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {864--872}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.97}, doi = {10.1137/1.9781611974010.97}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SahaRD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SanchezMKBKHW15, author = {Patricia Iglesias S{\'{a}}nchez and Emmanuel M{\"{u}}ller and Uwe Leo Korn and Klemens B{\"{o}}hm and Andrea Kappes and Tanja Hartmann and Dorothea Wagner}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Efficient Algorithms for a Robust Modularity-Driven Clustering of Attributed Graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {100--108}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.12}, doi = {10.1137/1.9781611974010.12}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SanchezMKBKHW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SharmaZHK15, author = {Mohit Sharma and Jiayu Zhou and Junling Hu and George Karypis}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Feature-based factorized Bilinear Similarity Model for Cold-Start Top-\emph{n} Item Recommendation}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {190--198}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.22}, doi = {10.1137/1.9781611974010.22}, timestamp = {Wed, 16 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SharmaZHK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Shokoohi-YektaW15, author = {Mohammad Shokoohi{-}Yekta and Jun Wang and Eamonn J. Keogh}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {On the Non-Trivial Generalization of Dynamic Time Warping to the Multi-Dimensional Case}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {289--297}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.33}, doi = {10.1137/1.9781611974010.33}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Shokoohi-YektaW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SouzaSGB15, author = {Vin{\'{\i}}cius M. A. de Souza and Diego Furtado Silva and Jo{\~{a}}o Gama and Gustavo E. A. P. A. Batista}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {873--881}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.98}, doi = {10.1137/1.9781611974010.98}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SouzaSGB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/StojanovicJGO15, author = {Jelena Stojanovic and Milos Jovanovic and Djordje Gligorijevic and Zoran Obradovic}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Semi-supervised learning for structured regression on partially observed attributed graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {217--225}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.25}, doi = {10.1137/1.9781611974010.25}, timestamp = {Tue, 21 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/StojanovicJGO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SubbianASK15, author = {Karthik Subbian and Charu C. Aggarwal and Jaideep Srivastava and Vipin Kumar}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Rare Class Detection in Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {406--414}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.46}, doi = {10.1137/1.9781611974010.46}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SubbianASK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SubbianBB15, author = {Karthik Subbian and Arindam Banerjee and Sugato Basu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{PLUMS:} Predicting Links Using Multiple Sources}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {370--378}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.42}, doi = {10.1137/1.9781611974010.42}, timestamp = {Thu, 28 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SubbianBB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SugiyamaLKB15, author = {Mahito Sugiyama and Felipe Llinares{-}L{\'{o}}pez and Niklas Kasenburg and Karsten M. Borgwardt}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Significant Subgraph Mining with Multiple Testing Correction}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {37--45}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.5}, doi = {10.1137/1.9781611974010.5}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SugiyamaLKB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SunYG15, author = {Yijun Sun and Jin Yao and Steve Goodison}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Feature Selection for Nonlinear Regression and its Application to Cancer Research}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {73--81}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.9}, doi = {10.1137/1.9781611974010.9}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SunYG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SundareisanVP15, author = {Shashidhar Sundareisan and Jilles Vreeken and B. Aditya Prakash}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {415--423}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.47}, doi = {10.1137/1.9781611974010.47}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SundareisanVP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TangNDCL15, author = {Jiliang Tang and Chikashi Nobata and Anlei Dong and Yi Chang and Huan Liu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Propagation-based Sentiment Analysis for Microblogging Data}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {577--585}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.65}, doi = {10.1137/1.9781611974010.65}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TangNDCL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TekumallaB15, author = {Lavanya Sita Tekumalla and Chiranjib Bhattacharyya}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Mining Block {I/O} Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {882--890}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.99}, doi = {10.1137/1.9781611974010.99}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TekumallaB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Tomasev15, author = {Nenad Tomasev}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Taming the Empirical Hubness Risk in Many Dimensions}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {891--899}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.100}, doi = {10.1137/1.9781611974010.100}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Tomasev15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TranFSZ15, author = {Long Q. Tran and Mehrdad Farajtabar and Le Song and Hongyuan Zha}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {NetCodec: Community Detection from Individual Activities}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {91--99}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.11}, doi = {10.1137/1.9781611974010.11}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TranFSZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TsaiAH15, author = {Min{-}Hsuan Tsai and Charu C. Aggarwal and Thomas S. Huang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Towards Classification of Social Streams}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {649--657}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.73}, doi = {10.1137/1.9781611974010.73}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TsaiAH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/UlanovaBK15, author = {Liudmila Ulanova and Nurjahan Begum and Eamonn J. Keogh}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Scalable Clustering of Time Series with U-Shapelets}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {900--908}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.101}, doi = {10.1137/1.9781611974010.101}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/UlanovaBK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Vreeken15, author = {Jilles Vreeken}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Causal Inference by Direction of Information}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {909--917}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.102}, doi = {10.1137/1.9781611974010.102}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Vreeken15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WanOKH15, author = {Mengting Wan and Yunbo Ouyang and Lance M. Kaplan and Jiawei Han}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Graph Regularized Meta-path Based Transductive Regression in Heterogeneous Information Network}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {918--926}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.103}, doi = {10.1137/1.9781611974010.103}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WanOKH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangFLW15, author = {Teng Wang and Chunsheng Victor Fang and Derek Lin and Shyhtsun Felix Wu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Localizing Temporal Anomalies in Large Evolving Graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {927--935}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.104}, doi = {10.1137/1.9781611974010.104}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangFLW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangHX15, author = {Shengsheng Wang and Zi Huang and Xin{-}Shun Xu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {A Multi-label Least-Squares Hashing For Scalable Image Search}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {954--962}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.107}, doi = {10.1137/1.9781611974010.107}, timestamp = {Thu, 01 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangHX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiRV15, author = {Dennis Wei and Karthikeyan Natesan Ramamurthy and Kush R. Varshney}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {226--234}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.26}, doi = {10.1137/1.9781611974010.26}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiRV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiXY15, author = {Xiaokai Wei and Sihong Xie and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Efficient Partial Order Preserving Unsupervised Feature Selection on Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {82--90}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.10}, doi = {10.1137/1.9781611974010.10}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiXY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WhangDG15, author = {Joyce Jiyoung Whang and Inderjit S. Dhillon and David F. Gleich}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Non-exhaustive, Overlapping \emph{k}-means}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {936--944}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.105}, doi = {10.1137/1.9781611974010.105}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WhangDG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuLCXT15, author = {Le Wu and Qi Liu and Enhong Chen and Xing Xie and Chang Tan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Product Adoption Rate Prediction: {A} Multi-factor View}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {154--162}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.18}, doi = {10.1137/1.9781611974010.18}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuLCXT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuLHFZ15, author = {Xinyu Wu and Ping Luo and Qing He and Tianshu Feng and Fuzhen Zhuang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Festival, Date and Limit Line: Predicting Vehicle Accident Rate in Beijing}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {945--953}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.106}, doi = {10.1137/1.9781611974010.106}, timestamp = {Sat, 29 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuLHFZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X15, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Front Matter}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.fm}, doi = {10.1137/1.9781611974010.FM}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/X15a, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Back Matter}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {972--976}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.BM}, doi = {10.1137/1.9781611974010.BM}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/X15a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiaoLGWGFVT15, author = {Houping Xiao and Yaliang Li and Jing Gao and Fei Wang and Liang Ge and Wei Fan and Long H. Vu and Deepak S. Turaga}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {397--405}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.45}, doi = {10.1137/1.9781611974010.45}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XiaoLGWGFVT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuZ15, author = {Chang Xu and Jie Zhang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Combating Product Review Spam Campaigns via Multiple Heterogeneous Pairwise Features}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {172--180}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.20}, doi = {10.1137/1.9781611974010.20}, timestamp = {Thu, 01 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/XuZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuZT15, author = {Jianpeng Xu and Jiayu Zhou and Pang{-}Ning Tan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {{FORMULA:} FactORized MUlti-task LeArning for task discovery in personalized medical models}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {496--504}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.56}, doi = {10.1137/1.9781611974010.56}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuZT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuZZXCL15, author = {Tong Xu and Hao Zhong and Hengshu Zhu and Hui Xiong and Enhong Chen and Guannan Liu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Exploring the Impact of Dynamic Mutual Influence on Social Event Participation}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {262--270}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.30}, doi = {10.1137/1.9781611974010.30}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuZZXCL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YadwadkarHGK15, author = {Neeraja Jayant Yadwadkar and Bharath Hariharan and Joseph Gonzalez and Randy H. Katz}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Faster Jobs in Distributed Data Processing using Multi-Task Learning}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {532--540}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.60}, doi = {10.1137/1.9781611974010.60}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YadwadkarHGK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangHP15, author = {Pei Yang and Jingrui He and Jia{-}Yu Pan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Learning Complex Rare Categories with Dual Heterogeneity}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {523--531}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.59}, doi = {10.1137/1.9781611974010.59}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangHP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZengLCXZL15, author = {Guangxiang Zeng and Ping Luo and Enhong Chen and Hui Xiong and Hengshu Zhu and Qi Liu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Convex Matrix Completion: {A} Trace-Ball Optimization Perspective}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {334--342}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.38}, doi = {10.1137/1.9781611974010.38}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZengLCXZL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaiZ15, author = {Shuangfei Zhai and Zhongfei (Mark) Zhang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {451--459}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.51}, doi = {10.1137/1.9781611974010.51}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaiZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangLSL15, author = {Longhui Zhang and Lei Li and Chao Shen and Tao Li}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {PatentCom: {A} Comparative View of Patent Document Retrieval}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {163--171}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.19}, doi = {10.1137/1.9781611974010.19}, timestamp = {Wed, 07 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangLSL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangWCMKJZ15, author = {Kai Zhang and Qiaojun Wang and Zhengzhang Chen and Ivan Marsic and Vipin Kumar and Guofei Jiang and Jie Zhang}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {46--54}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.6}, doi = {10.1137/1.9781611974010.6}, timestamp = {Fri, 12 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangWCMKJZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangY15, author = {Jiawei Zhang and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Community Detection for Emerging Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {127--135}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.15}, doi = {10.1137/1.9781611974010.15}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoCLR15, author = {Liang Zhao and Feng Chen and Chang{-}Tien Lu and Naren Ramakrishnan}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Spatiotemporal Event Forecasting in Social Media}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {963--971}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.108}, doi = {10.1137/1.9781611974010.108}, timestamp = {Wed, 21 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoCLR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhengS15, author = {Quan Zheng and David B. Skillicorn}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Spectral Embedding of Signed Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {55--63}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.7}, doi = {10.1137/1.9781611974010.7}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhengS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouDFS15, author = {Peng Zhou and Liang Du and Mingyu Fan and Yi{-}Dong Shen}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {An {LLE} based Heterogeneous Metric Learning for Cross-media Retrieval}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {64--72}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.8}, doi = {10.1137/1.9781611974010.8}, timestamp = {Sat, 28 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhouDFS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2015, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010}, doi = {10.1137/1.9781611974010}, isbn = {978-1-61197-401-0}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AcharyaMG14, author = {Ayan Acharya and Raymond J. Mooney and Joydeep Ghosh}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Active Multitask Learning Using Both Latent and Supervised Shared Topics}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {190--198}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.22}, doi = {10.1137/1.9781611973440.22}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AcharyaMG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AgrawalRS14, author = {Priyanka Agrawal and Vikas C. Raykar and Amrita Saha}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {{AUC} dominant unsupervised ensemble of binary classifiers}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {271--279}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.31}, doi = {10.1137/1.9781611973440.31}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AgrawalRS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Al-StouhiR14, author = {Samir Al{-}Stouhi and Chandan K. Reddy}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix Factorization}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {785--793}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.90}, doi = {10.1137/1.9781611973440.90}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Al-StouhiR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AtluriSLMK14, author = {Gowtham Atluri and Michael S. Steinbach and Kelvin O. Lim and Angus W. MacDonald III and Vipin Kumar}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1001--1009}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.114}, doi = {10.1137/1.9781611973440.114}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/AtluriSLMK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BahnsenSAO14, author = {Alejandro Correa Bahnsen and Aleksandar Stojanovic and Djamila Aouada and Bj{\"{o}}rn E. Ottersten}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Improving Credit Card Fraud Detection with Calibrated Probabilities}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {677--685}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.78}, doi = {10.1137/1.9781611973440.78}, timestamp = {Wed, 06 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BahnsenSAO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BarbieriB14, author = {Nicola Barbieri and Francesco Bonchi}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Influence Maximization with Viral Product Design}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {55--63}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.7}, doi = {10.1137/1.9781611973440.7}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BarbieriB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BasuYBR14, author = {Prithwish Basu and Feng Yu and Amotz Bar{-}Noy and Dror Rawitz}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {To Sample or To Smash? Estimating reachability in large time-varying graphs}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {983--991}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.112}, doi = {10.1137/1.9781611973440.112}, timestamp = {Tue, 22 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BasuYBR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BellE14, author = {Shannon M. Bell and Stephen W. Edwards}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Building associations between markers of environmental stressors and adverse human health impacts using frequent itemset mining}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {551--559}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.64}, doi = {10.1137/1.9781611973440.64}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BellE14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BertensS14, author = {Roel Bertens and Arno Siebes}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Characterising Seismic Data}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {884--892}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.101}, doi = {10.1137/1.9781611973440.101}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BertensS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BeutelTKFPX14, author = {Alex Beutel and Partha Pratim Talukdar and Abhimanu Kumar and Christos Faloutsos and Evangelos E. Papalexakis and Eric P. Xing}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {109--117}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.13}, doi = {10.1137/1.9781611973440.13}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BeutelTKFPX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BhowmikBGP14, author = {Avradeep Bhowmik and Vivek S. Borkar and Dinesh Garg and Madhavan Pallan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Submodularity in Team Formation Problem}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {893--901}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.102}, doi = {10.1137/1.9781611973440.102}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BhowmikBGP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaoBLW14, author = {Hong Cao and Chunyu Bao and Xiaoli Li and David Yew{-}Kwong Woon}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Class Augmented Active Learning}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1--9}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.1}, doi = {10.1137/1.9781611973440.1}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CaoBLW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChakrabortyKLMCBNMBMR14, author = {Prithwish Chakraborty and Pejman Khadivi and Bryan L. Lewis and Aravindan Mahendiran and Jiangzhuo Chen and Patrick Butler and Elaine O. Nsoesie and Sumiko R. Mekaru and John S. Brownstein and Madhav V. Marathe and Naren Ramakrishnan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Forecasting a Moving Target: Ensemble Models for {ILI} Case Count Predictions}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {262--270}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.30}, doi = {10.1137/1.9781611973440.30}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ChakrabortyKLMCBNMBMR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChanAT14, author = {Hau Chan and Leman Akoglu and Hanghang Tong}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Make It or Break It: Manipulating Robustness in Large Networks}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {325--333}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.37}, doi = {10.1137/1.9781611973440.37}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChanAT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenMNKBK14, author = {Xi C. Chen and Abdullah Mueen and Vijay K. Narayanan and Nikos Karampatziakis and Gagan Bansal and Vipin Kumar}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Online Discovery of Group Level Events in Time Series}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {632--640}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.73}, doi = {10.1137/1.9781611973440.73}, timestamp = {Fri, 28 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenMNKBK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenZ14, author = {Zheng Chen and Weixiong Zhang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Marginalized Denoising Method for Link Prediction in Relational Data}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {298--306}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.34}, doi = {10.1137/1.9781611973440.34}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChengCFWC14, author = {Yu Cheng and Zhengzhang Chen and Hongliang Fei and Fei Wang and Alok N. Choudhary}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Batch Mode Active Learning with Hierarchical-Structured Embedded Variance}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {10--18}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.2}, doi = {10.1137/1.9781611973440.2}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChengCFWC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChiLZ14, author = {Lianhua Chi and Bin Li and Xingquan Zhu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Context-Preserving Hashing for Fast Text Classification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {100--108}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.12}, doi = {10.1137/1.9781611973440.12}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChiLZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CoricDV14, author = {Vladimir Coric and Nemanja Djuric and Slobodan Vucetic}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Frugal Traffic Monitoring with Autonomous Participatory Sensing}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1019--1027}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.116}, doi = {10.1137/1.9781611973440.116}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CoricDV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CostaVR14, author = {Fabrizio Costa and Mathias Verbeke and Luc De Raedt}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Relational Regularization and Feature Ranking}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {650--658}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.75}, doi = {10.1137/1.9781611973440.75}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/CostaVR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DanilevskyWDRGH14, author = {Marina Danilevsky and Chi Wang and Nihit Desai and Xiang Ren and Jingyi Guo and Jiawei Han}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {398--406}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.46}, doi = {10.1137/1.9781611973440.46}, timestamp = {Sun, 28 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DanilevskyWDRGH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DataKKBK14, author = {Anuj Karpatne and Ankush Khandelwal and Shyam Boriah and Vipin Kumar}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Predictive Learning in the Presence of Heterogeneity and Limited Training Data}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {253--261}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.29}, doi = {10.1137/1.9781611973440.29}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DataKKBK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DeySWSK14, author = {Sanjoy Dey and Gy{\"{o}}rgy J. Simon and Bonnie L. Westra and Michael S. Steinbach and Vipin Kumar}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1055--1063}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.120}, doi = {10.1137/1.9781611973440.120}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DeySWSK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DhanjalGC14, author = {Charanpal Dhanjal and Romaric Gaudel and St{\'{e}}phan Cl{\'{e}}men{\c{c}}on}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Online Matrix Completion Through Nuclear Norm Regularisation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {623--631}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.72}, doi = {10.1137/1.9781611973440.72}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DhanjalGC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DiaoJ14, author = {Qiming Diao and Jing Jiang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Recurrent Chinese Restaurant Process with a Duration-based Discount for Event Identification from Twitter}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {388--397}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.45}, doi = {10.1137/1.9781611973440.45}, timestamp = {Thu, 14 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DiaoJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ElgoharyFKK14, author = {Ahmed Elgohary and Ahmed K. Farahat and Mohamed S. Kamel and Fakhri Karray}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Embed and Conquer: Scalable Embeddings for Kernel \emph{k}-Means on MapReduce}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {425--433}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.49}, doi = {10.1137/1.9781611973440.49}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ElgoharyFKK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FriedlandGJ14, author = {Lisa Friedland and Amanda Gentzel and David D. Jensen}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class Classification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {578--586}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.67}, doi = {10.1137/1.9781611973440.67}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FriedlandGJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FuLGYX14, author = {Yanjie Fu and Bin Liu and Yong Ge and Zijun Yao and Hui Xiong}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {User Preference Learning with Multiple Information Fusion for Restaurant Recommendation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {470--478}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.54}, doi = {10.1137/1.9781611973440.54}, timestamp = {Sat, 01 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FuLGYX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GaoZZHMX14, author = {Yun Gao and Wei Zhou and Zhang Zhang and Jizhong Han and Dan Meng and Zhiyong Xu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Online Anomaly Detection by Improved Grammar Compression of Log Sequences}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {911--919}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.104}, doi = {10.1137/1.9781611973440.104}, timestamp = {Thu, 15 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/GaoZZHMX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Garcia-SorianoK14, author = {David Garc{\'{\i}}a{-}Soriano and Konstantin Kutzkov}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Triangle counting in streamed graphs via small vertex covers}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {352--360}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.40}, doi = {10.1137/1.9781611973440.40}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Garcia-SorianoK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GiatsidisCMTV14, author = {Christos Giatsidis and Bogdan Cautis and Silviu Maniu and Dimitrios M. Thilikos and Michalis Vazirgiannis}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Quantifying trust dynamics in signed graphs, the S-Cores approach}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {668--676}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.77}, doi = {10.1137/1.9781611973440.77}, timestamp = {Thu, 15 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GiatsidisCMTV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GollapalliQMG14, author = {Sujatha Das Gollapalli and Yanjun Qi and Prasenjit Mitra and C. Lee Giles}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Extracting Researcher Metadata with Labeled Features}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {740--748}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.85}, doi = {10.1137/1.9781611973440.85}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GollapalliQMG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GolshanT14, author = {Behzad Golshan and Evimaria Terzi}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Unveiling Variables in Systems of Linear Equations}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {145--153}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.17}, doi = {10.1137/1.9781611973440.17}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GolshanT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GongLZAL14, author = {Wei Gong and Ee{-}Peng Lim and Feida Zhu and Palakorn Achananuparp and David Lo}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {On Finding the Point Where There Is No Return: Turning Point Mining on Game Data}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {956--964}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.109}, doi = {10.1137/1.9781611973440.109}, timestamp = {Tue, 04 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GongLZAL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuptaMRCH14, author = {Manish Gupta and Arun Mallya and Subhro Roy and Jason H. D. Cho and Jiawei Han}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Local Learning for Mining Outlier Subgraphs from Network Datasets}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {73--81}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.9}, doi = {10.1137/1.9781611973440.9}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GuptaMRCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GuptaRPV14, author = {Sunil Kumar Gupta and Santu Rana and Dinh Q. Phung and Svetha Venkatesh}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Keeping up with Innovation: {A} Predictive Framework for Modeling Healthcare Data with Evolving Clinical Interventions}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {235--243}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.27}, doi = {10.1137/1.9781611973440.27}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GuptaRPV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HarenbergSRPHSOCHCKDS14, author = {Steve Harenberg and Ramona G. Seay and Stephen Ranshous and Kanchana Padmanabhan and Jitendra K. Harlalka and Eric R. Schendel and Michael P. O'Brien and Rada Chirkova and William Hendrix and Alok N. Choudhary and Vipin Kumar and Murali Doraiswamy and Nagiza F. Samatova}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1010--1018}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.115}, doi = {10.1137/1.9781611973440.115}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HarenbergSRPHSOCHCKDS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeKWSQ14, author = {Yunlong He and Koray Kavukcuoglu and Yun Wang and Arthur Szlam and Yanjun Qi}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Unsupervised Feature Learning by Deep Sparse Coding}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {902--910}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.103}, doi = {10.1137/1.9781611973440.103}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeKWSQ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeKYYRH14, author = {Lifang He and Xiangnan Kong and Philip S. Yu and Xiaowei Yang and Ann B. Ragin and Zhifeng Hao}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {DuSK: {A} Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {127--135}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.15}, doi = {10.1137/1.9781611973440.15}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HeKYYRH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeLY14, author = {Jingrui He and Yan Liu and Qiang Yang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {181--189}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.21}, doi = {10.1137/1.9781611973440.21}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HeRP14, author = {Dan He and Irina Rish and Laxmi Parida}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Transductive {HSIC} Lasso}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {154--162}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.18}, doi = {10.1137/1.9781611973440.18}, timestamp = {Tue, 27 Mar 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HeRP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HoangCL14, author = {Tuan{-}Anh Hoang and William W. Cohen and Ee{-}Peng Lim}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {On Modeling Community Behaviors and Sentiments in Microblogging}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {479--487}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.55}, doi = {10.1137/1.9781611973440.55}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HoangCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Hoppner14, author = {Frank H{\"{o}}ppner}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Less is More: Similarity of Time Series under Linear Transformations}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {560--568}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.65}, doi = {10.1137/1.9781611973440.65}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Hoppner14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuCHH14, author = {Qingyang Hu and Kevin Chiew and Hao Huang and Qinming He}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Recovering Missing Labels of Crowdsourcing Workers}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {857--865}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.98}, doi = {10.1137/1.9781611973440.98}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuCHH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuCK14, author = {Chuan Hu and Huiping Cao and Chaomin Ke}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Detecting Influence Relationships from Graphs}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {821--829}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.94}, doi = {10.1137/1.9781611973440.94}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuCK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuPT14, author = {Juhua Hu and Jian Pei and Jie Tang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {How Can {I} Index My Thousands of Photos Effectively and Automatically? An Unsupervised Feature Selection Approach}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {136--144}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.16}, doi = {10.1137/1.9781611973440.16}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HuPT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuWZLQD14, author = {Zhongyi Hu and Hongan Wang and Jiaqi Zhu and Maozhen Li and Ying Qiao and Changzhi Deng}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Discovery of Rare Sequential Topic Patterns in Document Stream}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {533--541}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.61}, doi = {10.1137/1.9781611973440.61}, timestamp = {Wed, 25 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/HuWZLQD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HugginsR14, author = {Jonathan H. Huggins and Cynthia Rudin}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Statistical Learning Theory Framework for Supervised Pattern Discovery}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {506--514}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.58}, doi = {10.1137/1.9781611973440.58}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HugginsR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/JiangPL14, author = {Yexi Jiang and Chang{-}Shing Perng and Tao Li}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {{META:} Multi-resolution Framework for Event Summarization}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {605--613}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.70}, doi = {10.1137/1.9781611973440.70}, timestamp = {Mon, 18 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/JiangPL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KampBG14, author = {Michael Kamp and Mario Boley and Thomas G{\"{a}}rtner}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {641--649}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.74}, doi = {10.1137/1.9781611973440.74}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/KampBG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KongWLZYWF14, author = {Xiangnan Kong and Zhaoming Wu and Li{-}Jia Li and Ruofei Zhang and Philip S. Yu and Hang Wu and Wei Fan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Large-Scale Multi-Label Learning with Incomplete Label Assignments}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {920--928}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.105}, doi = {10.1137/1.9781611973440.105}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KongWLZYWF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KoutraKVF14, author = {Danai Koutra and U Kang and Jilles Vreeken and Christos Faloutsos}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {{VOG:} Summarizing and Understanding Large Graphs}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {91--99}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.11}, doi = {10.1137/1.9781611973440.11}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KoutraKVF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KuoD14, author = {Chia{-}Tung Kuo and Ian Davidson}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Directed Interpretable Discovery in Tensors with Sparse Projection}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {848--856}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.97}, doi = {10.1137/1.9781611973440.97}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KuoD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KuoLL14, author = {Tzu{-}Ming Kuo and Ching{-}Pei Lee and Chih{-}Jen Lin}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Large-scale Kernel RankSVM}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {812--820}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.93}, doi = {10.1137/1.9781611973440.93}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KuoLL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LanLWCFGLGZL14, author = {Jinsong Lan and Cheng Long and Raymond Chi{-}Wing Wong and Youyang Chen and Yanjie Fu and Danhuai Guo and Shuguang Liu and Yong Ge and Yuanchun Zhou and Jianhui Li}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A New Framework for Traffic Anomaly Detection}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {875--883}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.100}, doi = {10.1137/1.9781611973440.100}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LanLWCFGLGZL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiBKP14, author = {Yuxuan Li and James Bailey and Lars Kulik and Jian Pei}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Efficient Matching of Substrings in Uncertain Sequences}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {767--775}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.88}, doi = {10.1137/1.9781611973440.88}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiBKP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiDLLGZ14, author = {Xiaoyi Li and Nan Du and Hui Li and Kang Li and Jing Gao and Aidong Zhang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Deep Learning Approach to Link Prediction in Dynamic Networks}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {289--297}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.33}, doi = {10.1137/1.9781611973440.33}, timestamp = {Wed, 16 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiDLLGZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiF14, author = {Sheng Li and Yun Fu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Robust Subspace Discovery through Supervised Low-Rank Constraints}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {163--171}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.19}, doi = {10.1137/1.9781611973440.19}, timestamp = {Mon, 18 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiSCGY14, author = {Nan Li and Huan Sun and Kyle C. Chipman and Jemin George and Xifeng Yan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Probabilistic Approach to Uncovering Attributed Graph Anomalies}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {82--90}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.10}, doi = {10.1137/1.9781611973440.10}, timestamp = {Wed, 31 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiSCGY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LinesB14, author = {Jason Lines and Anthony J. Bagnall}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Ensembles of Elastic Distance Measures for Time Series Classification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {524--532}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.60}, doi = {10.1137/1.9781611973440.60}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LinesB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuSCCT14, author = {Yuanyuan Liu and Fanhua Shang and Hong Cheng and James Cheng and Hanghang Tong}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Factor Matrix Trace Norm Minimization for Low-Rank Tensor Completion}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {866--874}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.99}, doi = {10.1137/1.9781611973440.99}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuSCCT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuWY14, author = {Ruilin Liu and Wendy Hui Wang and Changhe Yuan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Result Integrity Verification of Outsourced Bayesian Network Structure Learning}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {713--721}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.82}, doi = {10.1137/1.9781611973440.82}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuWY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuZWTL14, author = {Ziqi Liu and Qinghua Zheng and Fei Wang and Zhenhua Tian and Bo Li}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Dynamic Nonparametric Model for Characterizing the Topical Communities in Social Streams}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {379--387}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.44}, doi = {10.1137/1.9781611973440.44}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuZWTL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LockhartW14, author = {Jeffrey W. Lockhart and Gary M. Weiss}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {The Benefits of Personalized Smartphone-Based Activity Recognition Models}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {614--622}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.71}, doi = {10.1137/1.9781611973440.71}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LockhartW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MagnanoSNK14, author = {Chris S. Magnano and Ameet Soni and Sriraam Natarajan and Gautam Kunapuli}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A graphical model approach to ATLAS-free mining of {MRI} images}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {974--982}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.111}, doi = {10.1137/1.9781611973440.111}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MagnanoSNK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MeengDK14, author = {Marvin Meeng and Wouter Duivesteijn and Arno J. Knobbe}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {704--712}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.81}, doi = {10.1137/1.9781611973440.81}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MeengDK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MengT14, author = {Lei Meng and Ah{-}Hwee Tan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Community Discovery in Social Networks via Heterogeneous Link Association and Fusion}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {803--811}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.92}, doi = {10.1137/1.9781611973440.92}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MengT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MiaoFK14, author = {Yun{-}Qian Miao and Ahmed K. Farahat and Mohamed S. Kamel}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Discriminative Density-ratio Estimation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {830--838}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.95}, doi = {10.1137/1.9781611973440.95}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MiaoFK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MoulaviJCZS14, author = {Davoud Moulavi and Pablo A. Jaskowiak and Ricardo J. G. B. Campello and Arthur Zimek and J{\"{o}}rg Sander}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Density-Based Clustering Validation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {839--847}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.96}, doi = {10.1137/1.9781611973440.96}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MoulaviJCZS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/MukherjeeBJ14, author = {Subhabrata Mukherjee and Gaurab Basu and Sachindra Joshi}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Joint Author Sentiment Topic Model}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {370--378}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.43}, doi = {10.1137/1.9781611973440.43}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/MukherjeeBJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NaeiniBLHH14, author = {Mahdi Pakdaman Naeini and Iyad Batal and Zitao Liu and Charmgil Hong and Milos Hauskrecht}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {992--1000}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.113}, doi = {10.1137/1.9781611973440.113}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NaeiniBLHH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NewportSR14, author = {Calvin Newport and Lisa Singh and Yiqing Ren}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Membership Detection Using Cooperative Data Mining Algorithms}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {758--766}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.87}, doi = {10.1137/1.9781611973440.87}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NewportSR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NishinoYMN14, author = {Masaaki Nishino and Norihito Yasuda and Shin{-}ichi Minato and Masaaki Nagata}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Accelerating Graph Adjacency Matrix Multiplications with Adjacency Forest}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1073--1081}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.122}, doi = {10.1137/1.9781611973440.122}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NishinoYMN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/OlsenNW14, author = {Peder A. Olsen and Ramesh Natarajan and Sholom M. Weiss}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Graphical Models for Identifying Fraud and Waste in Healthcare Claims}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {569--577}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.66}, doi = {10.1137/1.9781611973440.66}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/OlsenNW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PapalexakisFMTSM14, author = {Evangelos E. Papalexakis and Christos Faloutsos and Tom M. Mitchell and Partha Pratim Talukdar and Nicholas D. Sidiropoulos and Brian Murphy}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {118--126}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.14}, doi = {10.1137/1.9781611973440.14}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PapalexakisFMTSM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ParkHC14, author = {Sunho Park and TaeHyun Hwang and Seungjin Choi}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Convex Optimization for Binary Classifier Aggregation in Multiclass Problems}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {280--288}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.32}, doi = {10.1137/1.9781611973440.32}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ParkHC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PeherstorferPB14, author = {Benjamin Peherstorfer and Dirk Pfl{\"{u}}ger and Hans{-}Joachim Bungartz}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Density Estimation with Adaptive Sparse Grids for Large Data Sets}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {443--451}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.51}, doi = {10.1137/1.9781611973440.51}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PeherstorferPB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PengW14, author = {Peng Peng and Raymond Chi{-}Wing Wong}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Selective Sampling on Probabilistic Data}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {28--36}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.4}, doi = {10.1137/1.9781611973440.4}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/PengW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PengWY14, author = {Peng Peng and Raymond Chi{-}Wing Wong and Philip S. Yu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Learning on Probabilistic Labels}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {307--315}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.35}, doi = {10.1137/1.9781611973440.35}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/PengWY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/QinCZ14, author = {Lijing Qin and Shouyuan Chen and Xiaoyan Zhu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {461--469}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.53}, doi = {10.1137/1.9781611973440.53}, timestamp = {Sat, 28 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/QinCZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RahmanCBBC14, author = {Mahmudur Rahman and Bogdan Carbunar and Jaime Ballesteros and George Burri and Duen Horng (Polo) Chau}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Turning the Tide: Curbing Deceptive Yelp Behaviors}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {244--252}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.28}, doi = {10.1137/1.9781611973440.28}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RahmanCBBC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RenDZY14, author = {Ya{-}Zhou Ren and Carlotta Domeniconi and Guoji Zhang and Guo{-}Xian Yu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Weighted Adaptive Mean Shift Clustering Algorithm}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {794--802}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.91}, doi = {10.1137/1.9781611973440.91}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/RenDZY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RiondatoV14, author = {Matteo Riondato and Fabio Vandin}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Finding the True Frequent Itemsets}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {497--505}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.57}, doi = {10.1137/1.9781611973440.57}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RiondatoV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SagederZZ14, author = {Gerhard Sageder and Maia Zaharieva and Matthias Zeppelzauer}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Unsupervised Selection of Robust Audio Feature Subsets}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {686--694}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.79}, doi = {10.1137/1.9781611973440.79}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SagederZZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SankaranarayananSL14, author = {Vignesh Veppur Sankaranarayanan and Junaed Sattar and Laks V. S. Lakshmanan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Auto-play: {A} Data Mining Approach to {ODI} Cricket Simulation and Prediction}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1064--1072}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.121}, doi = {10.1137/1.9781611973440.121}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SankaranarayananSL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SchneiderV14, author = {Johannes Schneider and Michail Vlachos}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {On Randomly Projected Hierarchical Clustering with Guarantees}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {407--415}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.47}, doi = {10.1137/1.9781611973440.47}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SchneiderV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SchubertZK14, author = {Erich Schubert and Arthur Zimek and Hans{-}Peter Kriegel}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Generalized Outlier Detection with Flexible Kernel Density Estimates}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {542--550}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.63}, doi = {10.1137/1.9781611973440.63}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SchubertZK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SeetanDAKSK14, author = {Raed I. Seetan and Anne M. Denton and Omar Al Azzam and Ajay Kumar and Jazarai Sturdivant and Shahryar F. Kianian}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Iterative Framework Radiation Hybrid Mapping}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1028--1036}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.117}, doi = {10.1137/1.9781611973440.117}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SeetanDAKSK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ShiWYH14, author = {Ruichao Shi and Qingyao Wu and Yunming Ye and Shen{-}Shyang Ho}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Generative Model with Network Regularization for Semi-Supervised Collective Classification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {64--72}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.8}, doi = {10.1137/1.9781611973440.8}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ShiWYH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SondhiZ14, author = {Parikshit Sondhi and ChengXiang Zhai}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Constrained Hidden Markov Model Approach for Non-Explicit Citation Context Extraction}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {361--369}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.41}, doi = {10.1137/1.9781611973440.41}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SondhiZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SoonsF14, author = {Pieter Soons and Ad Feelders}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Exploiting Monotonicity Constraints in Active Learning for Ordinal Classification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {659--667}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.76}, doi = {10.1137/1.9781611973440.76}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SoonsF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SoundarajanEG14, author = {Sucheta Soundarajan and Tina Eliassi{-}Rad and Brian Gallagher}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Guide to Selecting a Network Similarity Method}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1037--1045}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.118}, doi = {10.1137/1.9781611973440.118}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SoundarajanEG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SugiyamaAGKB14, author = {Mahito Sugiyama and Chlo{\'{e}}{-}Agathe Azencott and Dominik G. Grimm and Yoshinobu Kawahara and Karsten M. Borgwardt}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Multi-Task Feature Selection on Multiple Networks via Maximum Flows}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {199--207}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.23}, doi = {10.1137/1.9781611973440.23}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/SugiyamaAGKB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TanZNY14, author = {Ben Tan and Erheng Zhong and Michael K. Ng and Qiang Yang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Mixed-Transfer: Transfer Learning over Mixed Graphs}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {208--216}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.24}, doi = {10.1137/1.9781611973440.24}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TanZNY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TangHGL14, author = {Jiliang Tang and Xia Hu and Huiji Gao and Huan Liu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Discriminant Analysis for Unsupervised Feature Selection}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {938--946}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.107}, doi = {10.1137/1.9781611973440.107}, timestamp = {Sun, 28 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TangHGL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/VapnikBI14, author = {Vladimir Vapnik and Igor Braga and Rauf Izmailov}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Constructive Setting for the Problem of Density Ratio Estimation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {434--442}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.50}, doi = {10.1137/1.9781611973440.50}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/VapnikBI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangWQWD14, author = {Xiang Wang and Jun Wang and Buyue Qian and Fei Wang and Ian Davidson}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Self-Taught Spectral Clustering via Constraint Augmentation}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {416--424}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.48}, doi = {10.1137/1.9781611973440.48}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangWQWD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangWSS14, author = {Ting Wang and Fei Wang and Reiner Sailer and Douglas Lee Schales}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Kaleido: Network Traffic Attribution using Multifaceted Footprinting}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {695--703}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.80}, doi = {10.1137/1.9781611973440.80}, timestamp = {Tue, 22 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangWSS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangXZLYS14, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Xinyu Shu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Future Influence Ranking of Scientific Literature}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {749--757}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.86}, doi = {10.1137/1.9781611973440.86}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangXZLYS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiYLC14, author = {Wei Wei and Junfu Yin and Jinyan Li and Longbing Cao}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Modeling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {776--784}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.89}, doi = {10.1137/1.9781611973440.89}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiYLC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WijayaG0AS14, author = {Tri Kurniawan Wijaya and Tanuja Ganu and Dipanjan Chakraborty and Karl Aberer and Deva P. Seetharam}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Consumer Segmentation and Knowledge Extraction from Smart Meter and Survey Data}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {226--234}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.26}, doi = {10.1137/1.9781611973440.26}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WijayaG0AS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuEFGZ14, author = {Ke Wu and Andrea Edwards and Wei Fan and Jing Gao and Kun Zhang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {722--730}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.83}, doi = {10.1137/1.9781611973440.83}, timestamp = {Mon, 09 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WuEFGZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuHPZZC14, author = {Jia Wu and Zhibin Hong and Shirui Pan and Xingquan Zhu and Chengqi Zhang and Zhihua Cai}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Multi-Graph Learning with Positive and Unlabeled Bags}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {217--225}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.25}, doi = {10.1137/1.9781611973440.25}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuHPZZC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuLDCH14, author = {Ou Wu and Shuxiao Li and Honghui Dong and Ying Chen and Weiming Hu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Learning from Multi-User Multi-Attribute Annotations}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {19--27}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.3}, doi = {10.1137/1.9781611973440.3}, timestamp = {Thu, 04 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuLDCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WuP14, author = {Zhengwei Wu and Victor M. Preciado}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Laplacian Spectral Properties of Graphs from Random Local Samples}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {343--351}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.39}, doi = {10.1137/1.9781611973440.39}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WuP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XiongCCJC14, author = {Caiming Xiong and Wei Chen and Gang Chen and David M. Johnson and Jason J. Corso}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {172--180}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.20}, doi = {10.1137/1.9781611973440.20}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XiongCCJC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuLCHD14, author = {Nana Xu and Hongyan Liu and Jiawei Chen and Jun He and Xiaoyong Du}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Selecting a Representative Set of Diverse Quality Reviews Automatically}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {488--496}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.56}, doi = {10.1137/1.9781611973440.56}, timestamp = {Tue, 01 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/XuLCHD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YanJ14, author = {Peng Yan and Wei Jin}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {WCAMiner: {A} Novel Knowledge Discovery System for Mining Concept Associations using Wikipedia}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {596--604}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.69}, doi = {10.1137/1.9781611973440.69}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YanJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangKWY14, author = {Ning Yang and Xiangnan Kong and Fengjiao Wang and Philip S. Yu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {515--523}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.59}, doi = {10.1137/1.9781611973440.59}, timestamp = {Fri, 16 Mar 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/YangKWY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YinHLL14, author = {Peifeng Yin and Qi He and Xingjie Liu and Wang{-}Chien Lee}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {It Takes Two to Tango: Exploring Social Tie Development with Both Online and Offline Interactions}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {334--342}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.38}, doi = {10.1137/1.9781611973440.38}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YinHLL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YuY14, author = {Huiwen Yu and Dayu Yuan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Subgraph Search in Large Graphs with Result Diversification}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1046--1054}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.119}, doi = {10.1137/1.9781611973440.119}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YuY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZafaraniL14, author = {Reza Zafarani and Huan Liu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Finding Friends on a New Site Using Minimum Information}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {947--955}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.108}, doi = {10.1137/1.9781611973440.108}, timestamp = {Wed, 07 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZafaraniL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZakerzadehAB14, author = {Hessam Zakerzadeh and Charu C. Aggarwal and Ken Barker}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Towards Breaking the Curse of Dimensionality for High-Dimensional Privacy}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {731--739}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.84}, doi = {10.1137/1.9781611973440.84}, timestamp = {Mon, 24 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZakerzadehAB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Zhang14, author = {Min{-}Ling Zhang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Disambiguation-Free Partial Label Learning}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {37--45}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.5}, doi = {10.1137/1.9781611973440.5}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Zhang14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangCXMX14, author = {Xiaojian Zhang and Rui Chen and Jianliang Xu and Xiaofeng Meng and Yingtao Xie}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Towards Accurate Histogram Publication under Differential Privacy}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {587--595}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.68}, doi = {10.1137/1.9781611973440.68}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangCXMX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangP14, author = {Yao Zhang and B. Aditya Prakash}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {{DAVA:} Distributing Vaccines over Networks under Prior Information}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {46--54}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.6}, doi = {10.1137/1.9781611973440.6}, timestamp = {Wed, 12 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangWYSL14, author = {Chenyi Zhang and Ke Wang and Hongkun Yu and Jianling Sun and Ee{-}Peng Lim}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Latent Factor Transition for Dynamic Collaborative Filtering}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {452--460}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.52}, doi = {10.1137/1.9781611973440.52}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangWYSL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoBCH14, author = {Yijun Zhao and Carla E. Brodley and Tanuja Chitnis and Brian C. Healy}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {965--973}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.110}, doi = {10.1137/1.9781611973440.110}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoBCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhongFY14, author = {Erheng Zhong and Wei Fan and Qiang Yang}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Adaptive User Distance Modeling in Social Media}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {316--324}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.36}, doi = {10.1137/1.9781611973440.36}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhongFY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouK14, author = {Yan Zhou and Murat Kantarcioglu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Adversarial Learning with Bayesian Hierarchical Mixtures of Experts}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {929--937}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.106}, doi = {10.1137/1.9781611973440.106}, timestamp = {Tue, 16 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhouK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2014, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440}, doi = {10.1137/1.9781611973440}, isbn = {978-1-61197-344-0}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0003W0Z13, author = {Wei Ding and Xindong Wu and Shichao Zhang and Xiaofeng Zhu}, title = {Feature Selection by Joint Graph Sparse Coding}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {803--811}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.89}, doi = {10.1137/1.9781611972832.89}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0003W0Z13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AbrahamLPTWZ13, author = {Zubin Abraham and Malgorzata Liszewska and Perdinan and Pang{-}Ning Tan and Julie Winkler and Shiyuan Zhong}, title = {Distribution Regularized Regression Framework for Climate Modeling}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {333--341}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.37}, doi = {10.1137/1.9781611972832.37}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AbrahamLPTWZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AcharyaGHRS13, author = {Ayan Acharya and Joydeep Ghosh and Eduardo R. Hruschka and Jean{-}David Ruvini and Badrul Sarwar}, title = {Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {288--296}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.32}, doi = {10.1137/1.9781611972832.32}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AcharyaGHRS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AcharyyaBB13, author = {Sreangsu Acharyya and Arindam Banerjee and Daniel Boley}, title = {Bregman Divergences and Triangle Inequality}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {476--484}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.53}, doi = {10.1137/1.9781611972832.53}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/AcharyyaBB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AdamicFIPT13, author = {Lada A. Adamic and Christos Faloutsos and Theodore J. Iwashyna and B. Aditya Prakash and Hanghang Tong}, title = {Fractional Immunization in Networks}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {659--667}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.73}, doi = {10.1137/1.9781611972832.73}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AdamicFIPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AggarwalSSY13, author = {Karthik Subbian and Charu C. Aggarwal and Jaideep Srivastava and Philip S. Yu}, title = {Community Detection with Prior Knowledge}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {405--413}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.45}, doi = {10.1137/1.9781611972832.45}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AggarwalSSY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AgrawalCCCLPXZ13, author = {Ankit Agrawal and Zhengzhang Chen and Yu Cheng and Alok N. Choudhary and Haotian Liu and Md. Mostofa Ali Patwary and Yusheng Xie and Kunpeng Zhang}, title = {Graphical Modeling of Macro Behavioral Targeting in Social Networks}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {740--748}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.82}, doi = {10.1137/1.9781611972832.82}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AgrawalCCCLPXZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AkogluCFTTV13, author = {Leman Akoglu and Duen Horng Chau and Christos Faloutsos and Nikolaj Tatti and Hanghang Tong and Jilles Vreeken}, title = {Mining Connection Pathways for Marked Nodes in Large Graphs}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {37--45}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.5}, doi = {10.1137/1.9781611972832.5}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AkogluCFTTV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AnKZ13, author = {Aijun An and Mehdi Kargar and Morteza Zihayat}, title = {Finding Affordable and Collaborative Teams from a Network of Experts}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {587--595}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.65}, doi = {10.1137/1.9781611972832.65}, timestamp = {Tue, 15 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AnKZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AndoS13, author = {Shin Ando and Einoshin Suzuki}, title = {Time-sensitive Classification of Behavioral Data}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {458--466}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.51}, doi = {10.1137/1.9781611972832.51}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AndoS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AssentDMN13, author = {Ira Assent and Xuan{-}Hong Dang and Barbora Micenkov{\'{a}} and Raymond T. Ng}, title = {Outlier Detection with Space Transformation and Spectral Analysis}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {225--233}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.25}, doi = {10.1137/1.9781611972832.25}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AssentDMN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/AthitsosKP13, author = {Alexios Kotsifakos and Panagiotis Papapetrou and Vassilis Athitsos}, title = {{IBSM:} Interval-Based Sequence Matching}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {596--604}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.66}, doi = {10.1137/1.9781611972832.66}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/AthitsosKP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BaileyCRLL13, author = {James Bailey and Jeffrey Chan and Kotagiri Ramamohanarao and Christopher Leckie and Wei Liu}, title = {Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {614--622}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.68}, doi = {10.1137/1.9781611972832.68}, timestamp = {Tue, 16 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BaileyCRLL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BalasubramanyanC13, author = {Ramnath Balasubramanyan and William W. Cohen}, title = {Regularization of Latent Variable Models to Obtain Sparsity}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {414--422}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.46}, doi = {10.1137/1.9781611972832.46}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BalasubramanyanC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BanerjeeS13, author = {Karthik Subbian and Arindam Banerjee}, title = {Climate Multi-model Regression Using Spatial Smoothing}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {324--332}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.36}, doi = {10.1137/1.9781611972832.36}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BanerjeeS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BianLLZ13, author = {Tong Zhao and Naiwen Bian and Chunping Li and Mengya Li}, title = {Topic-Level Expert Modeling in Community Question Answering}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {776--784}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.86}, doi = {10.1137/1.9781611972832.86}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BianLLZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BlasiakRS13, author = {Samuel J. Blasiak and Huzefa Rangwala and Sithu Sudarsan}, title = {Joint Segmentation and Clustering in Text Corpuses}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {485--493}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.54}, doi = {10.1137/1.9781611972832.54}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BlasiakRS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BoedihardjoCDLW13, author = {Arnold P. Boedihardjo and Feng Chen and Haili Dong and Chang{-}Tien Lu and Bingsheng Wang}, title = {A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {704--712}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.78}, doi = {10.1137/1.9781611972832.78}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BoedihardjoCDLW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BogdanovFMPRS13, author = {Petko Bogdanov and Christos Faloutsos and Misael Mongiov{\`{\i}} and Evangelos E. Papalexakis and Razvan Ranca and Ambuj K. Singh}, title = {NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {28--36}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.4}, doi = {10.1137/1.9781611972832.4}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BogdanovFMPRS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BohmFHM13, author = {Christian B{\"{o}}hm and Jing Feng and Xiao He and Son T. Mai}, title = {Efficient Anytime Density-based Clustering}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {112--120}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.13}, doi = {10.1137/1.9781611972832.13}, timestamp = {Tue, 30 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/BohmFHM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BohmKMNV13, author = {Klemens B{\"{o}}hm and Fabian Keller and Emmanuel M{\"{u}}ller and Hoang Vu Nguyen and Jilles Vreeken}, title = {{CMI:} An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {198--206}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.22}, doi = {10.1137/1.9781611972832.22}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BohmKMNV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/BoleyK13, author = {Jaya Kawale and Daniel Boley}, title = {Constrained Spectral Clustering using {L1} Regularization}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {103--111}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.12}, doi = {10.1137/1.9781611972832.12}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/BoleyK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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