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ORCIDBibTeX records: Osmar R. Zaïane
@article{DBLP:journals/apin/WangH0YZ24,
author = {Yaqi Wang and
Qingshan Hou and
Peng Cao and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Lesion-aware knowledge distillation for diabetic retinopathy lesion
segmentation},
journal = {Appl. Intell.},
volume = {54},
number = {2},
pages = {1937--1956},
year = {2024},
url = {https://doi.org/10.1007/s10489-024-05274-8},
doi = {10.1007/S10489-024-05274-8},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/WangH0YZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dase/AustinMTLZ24,
author = {Eric Austin and
Shraddha Makwana and
Amine Trabelsi and
Christine Largeron and
Osmar R. Za{\"{\i}}ane},
title = {Uncovering Flat and Hierarchical Topics by Community Discovery on
Word Co-occurrence Network},
journal = {Data Sci. Eng.},
volume = {9},
number = {1},
pages = {41--61},
year = {2024},
url = {https://doi.org/10.1007/s41019-023-00239-2},
doi = {10.1007/S41019-023-00239-2},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dase/AustinMTLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiuW0YLZ24,
author = {Lingwen Liu and
Guangqi Wen and
Peng Cao and
Jinzhu Yang and
Weiping Li and
Osmar R. Za{\"{\i}}ane},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Capturing Temporal Node Evolution via Self-supervised Learning: {A}
New Perspective on Dynamic Graph Learning},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {443--451},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635765},
doi = {10.1145/3616855.3635765},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LiuW0YLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WenCWCLXZ23,
author = {Guangqi Wen and
Peng Cao and
Haonan Wang and
Hanlin Chen and
Xiaoli Liu and
Jinghui Xu and
Osmar R. Za{\"{\i}}ane},
title = {{MS-SSD:} multi-scale single shot detector for ship detection in remote
sensing images},
journal = {Appl. Intell.},
volume = {53},
number = {2},
pages = {1586--1604},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03549-6},
doi = {10.1007/S10489-022-03549-6},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/WenCWCLXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/CaoWYLYZ23,
author = {Peng Cao and
Guangqi Wen and
Wenju Yang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {A unified framework of graph structure learning, graph generation
and classification for brain network analysis},
journal = {Appl. Intell.},
volume = {53},
number = {6},
pages = {6978--6991},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03891-9},
doi = {10.1007/S10489-022-03891-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/CaoWYLYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/LiWCLZY23,
author = {Lanting Li and
Guangqi Wen and
Peng Cao and
Xiaoli Liu and
Osmar R. Za{\"{\i}}ane and
Jinzhu Yang},
title = {Exploring interpretable graph convolutional networks for autism spectrum
disorder diagnosis},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {18},
number = {4},
pages = {663--673},
year = {2023},
url = {https://doi.org/10.1007/s11548-022-02780-3},
doi = {10.1007/S11548-022-02780-3},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/LiWCLZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/LiangZCLYZ23,
author = {Wei Liang and
Kai Zhang and
Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Exploiting task relationships for Alzheimer's disease cognitive score
prediction via multi-task learning},
journal = {Comput. Biol. Medicine},
volume = {152},
pages = {106367},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2022.106367},
doi = {10.1016/J.COMPBIOMED.2022.106367},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/LiangZCLYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/LiuWCHYZZ23,
author = {Lingwen Liu and
Guangqi Wen and
Peng Cao and
Tianshun Hong and
Jinzhu Yang and
Xizhe Zhang and
Osmar R. Za{\"{\i}}ane},
title = {BrainTGL: {A} dynamic graph representation learning model for brain
network analysis},
journal = {Comput. Biol. Medicine},
volume = {153},
pages = {106521},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2022.106521},
doi = {10.1016/J.COMPBIOMED.2022.106521},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/LiuWCHYZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/ShenCYZ23,
author = {Zhiqiang Shen and
Peng Cao and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {WS-LungNet: {A} two-stage weakly-supervised lung cancer detection
and diagnosis network},
journal = {Comput. Biol. Medicine},
volume = {154},
pages = {106587},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.106587},
doi = {10.1016/J.COMPBIOMED.2023.106587},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/ShenCYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/WangCYZ23,
author = {Haonan Wang and
Peng Cao and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical
image segmentation},
journal = {Health Inf. Sci. Syst.},
volume = {11},
number = {1},
pages = {10},
year = {2023},
url = {https://doi.org/10.1007/s13755-022-00209-4},
doi = {10.1007/S13755-022-00209-4},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hisas/WangCYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TanGLWCYLZ23,
author = {Wenhui Tan and
Xin Gao and
Yiyang Li and
Guangqi Wen and
Peng Cao and
Jinzhu Yang and
Weiping Li and
Osmar R. Za{\"{\i}}ane},
title = {Exploring attention mechanism for graph similarity learning},
journal = {Knowl. Based Syst.},
volume = {276},
pages = {110739},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110739},
doi = {10.1016/J.KNOSYS.2023.110739},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TanGLWCYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangMCLYLZ23,
author = {Kai Zhang and
Zhaoyang Mao and
Peng Cao and
Wei Liang and
Jinzhu Yang and
Weiping Li and
Osmar R. Za{\"{\i}}ane},
title = {Label correlation guided borderline oversampling for imbalanced multi-label
data learning},
journal = {Knowl. Based Syst.},
volume = {279},
pages = {110938},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110938},
doi = {10.1016/J.KNOSYS.2023.110938},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhangMCLYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/ZafarmandTALZ23,
author = {Mohammadmahdi Zafarmand and
Yashar Talebirad and
Eric Austin and
Christine Largeron and
Osmar R. Za{\"{\i}}ane},
title = {Fast local community discovery relying on the strength of links},
journal = {Soc. Netw. Anal. Min.},
volume = {13},
number = {1},
pages = {112},
year = {2023},
url = {https://doi.org/10.1007/s13278-023-01115-7},
doi = {10.1007/S13278-023-01115-7},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/ZafarmandTALZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/HouCJCYZ23,
author = {Qingshan Hou and
Peng Cao and
Liyu Jia and
Leqi Chen and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Image Quality Assessment Guided Collaborative Learning of Image Enhancement
and Classification for Diabetic Retinopathy Grading},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {3},
pages = {1455--1466},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2022.3231276},
doi = {10.1109/JBHI.2022.3231276},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/HouCJCYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/WenCLYZWZ23,
author = {Guangqi Wen and
Peng Cao and
Lingwen Liu and
Jinzhu Yang and
Xizhe Zhang and
Fei Wang and
Osmar R. Za{\"{\i}}ane},
title = {Graph Self-Supervised Learning With Application to Brain Networks
Analysis},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {8},
pages = {4154--4165},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2023.3274531},
doi = {10.1109/JBHI.2023.3274531},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/WenCLYZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LiangZCLYZ23,
author = {Wei Liang and
Kai Zhang and
Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {csl-MTFL: Multi-task Feature Learning with Joint Correlation Structure
Learning for Alzheimer's Disease Cognitive Performance Prediction},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {14178},
pages = {48--62},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46671-7\_4},
doi = {10.1007/978-3-031-46671-7\_4},
timestamp = {Wed, 15 Nov 2023 10:09:07 +0100},
biburl = {https://dblp.org/rec/conf/adma/LiangZCLYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/ZhangLCYLZ23,
author = {Kai Zhang and
Wei Liang and
Peng Cao and
Jinzhu Yang and
Weiping Li and
Osmar R. Za{\"{\i}}ane},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {Label Correlation Guided Feature Selection for Multi-label Learning},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {14179},
pages = {387--402},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46674-8\_27},
doi = {10.1007/978-3-031-46674-8\_27},
timestamp = {Wed, 15 Nov 2023 10:09:08 +0100},
biburl = {https://dblp.org/rec/conf/adma/ZhangLCYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/WenCJSLYZ23,
author = {Guangqi Wen and
Peng Cao and
Zhiyong Jin and
Ruoxian Song and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {Towards Time-Variant-Aware Link Prediction in Dynamic Graph Through
Self-supervised Learning},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {14179},
pages = {470--485},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46674-8\_33},
doi = {10.1007/978-3-031-46674-8\_33},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/WenCJSLYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/Goyal0TZ23,
author = {Paritosh Goyal and
Chenyang Huang and
Amine Trabelsi and
Osmar Za{\"{\i}}ane},
editor = {Am{\'{\i}}lcar Soares and
Farhana H. Zulkernine and
Renata Dividino and
Reihaneh Rabbany and
Qiang Ye and
David Beach and
Karim Ali},
title = {Exploring Preferential Label Smoothing for Neural Network-based Classifiers},
booktitle = {36th Canadian Conference on Artificial Intelligence, Canadian AI,
{CANAI} 2023, Montreal, Canada, June 5-9, 2023, Proceedings},
publisher = {Canadian Artificial Intelligence Association},
year = {2023},
url = {https://doi.org/10.21428/594757db.6ee355e7},
doi = {10.21428/594757DB.6EE355E7},
timestamp = {Tue, 08 Aug 2023 15:57:21 +0200},
biburl = {https://dblp.org/rec/conf/ai/Goyal0TZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TalebiradZZL23,
author = {Yashar Talebirad and
Mohammadmahdi Zafarmand and
Osmar R. Za{\"{\i}}ane and
Christine Largeron},
editor = {B. Aditya Prakash and
Dong Wang and
Tim Weninger},
title = {{USIWO:} {A} Local Community Search Algorithm for Uncertain Graphs},
booktitle = {Proceedings of the International Conference on Advances in Social
Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
6-9, 2023},
pages = {187--194},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3625007.3627337},
doi = {10.1145/3625007.3627337},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/TalebiradZZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KabirJZ23,
author = {Md Rayhan Kabir and
Seeratpal Jaura and
Osmar R. Za{\"{\i}}ane},
editor = {B. Aditya Prakash and
Dong Wang and
Tim Weninger},
title = {{CFAR++:} Enhancing Rule Based Classifier},
booktitle = {Proceedings of the International Conference on Advances in Social
Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
6-9, 2023},
pages = {692--697},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3625007.3627497},
doi = {10.1145/3625007.3627497},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/KabirJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/SultanaZ23,
author = {Maliha Sultana and
Osmar R. Za{\"{\i}}ane},
editor = {Robert Wrembel and
Johann Gamper and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Exploring Dialog Act Recognition in Open Domain Conversational Agents},
booktitle = {Big Data Analytics and Knowledge Discovery - 25th International Conference,
DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14148},
pages = {233--247},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39831-5\_22},
doi = {10.1007/978-3-031-39831-5\_22},
timestamp = {Mon, 14 Aug 2023 16:42:48 +0200},
biburl = {https://dblp.org/rec/conf/dawak/SultanaZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/MotallebiAZ23,
author = {Mohammad H. Motallebi and
Md. Tanvir Alam Anik and
Osmar R. Za{\"{\i}}ane},
editor = {Christine Strauss and
Toshiyuki Amagasa and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Explaining Decisions of Black-Box Models Using {BARBE}},
booktitle = {Database and Expert Systems Applications - 34th International Conference,
{DEXA} 2023, Penang, Malaysia, August 28-30, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14147},
pages = {82--97},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39821-6\_6},
doi = {10.1007/978-3-031-39821-6\_6},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexa/MotallebiAZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Shen0Y0YZ23,
author = {Zhiqiang Shen and
Peng Cao and
Hua Yang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Co-training with High-Confidence Pseudo Labels for Semi-supervised
Medical Image Segmentation},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4199--4207},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/467},
doi = {10.24963/IJCAI.2023/467},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Shen0Y0YZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/HuangHZZZM23,
author = {Chenyang Huang and
Fei Huang and
Zaixiang Zheng and
Osmar Za{\"{\i}}ane and
Hao Zhou and
Lili Mou},
editor = {Jong C. Park and
Yuki Arase and
Baotian Hu and
Wei Lu and
Derry Wijaya and
Ayu Purwarianti and
Adila Alfa Krisnadhi},
title = {Multilingual Non-Autoregressive Machine Translation without Knowledge
Distillation},
booktitle = {Findings of the Association for Computational Linguistics: {IJCNLP-AACL}
2023 - Findings, Nusa Dua, Bali, November 1-4, 2023},
pages = {161--170},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-ijcnlp.14},
doi = {10.18653/V1/2023.FINDINGS-IJCNLP.14},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/HuangHZZZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iva/ZamaniRMGFNZ23,
author = {Ali Zamani and
Matthew Reeson and
Tyler Marshall and
Mohamad Ali Gharaat and
Alex Lambe Foster and
Jasmine Noble and
Osmar R. Za{\"{\i}}ane},
editor = {Birgit Lugrin and
Marc Erich Latoschik and
Sebastion von Mammen and
Stefan Kopp and
Florian P{\'{e}}cune and
Catherine Pelachaud},
title = {Intent and Entity Detection with Data Augmentation for a Mental Health
Virtual Assistant Chatbot},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Intelligent
Virtual Agents, {IVA} 2023, W{\"{u}}rzburg, Germany, September
19-22, 2023},
pages = {41:1--41:4},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3570945.3607324},
doi = {10.1145/3570945.3607324},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iva/ZamaniRMGFNZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangWCYZZZZW23,
author = {Pengshuai Zhang and
Guangqi Wen and
Peng Cao and
Jinzhu Yang and
Jinyu Zhang and
Xizhe Zhang and
Xinrong Zhu and
Osmar R. Za{\"{\i}}ane and
Fei Wang},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {BrainUSL: Unsupervised Graph Structure Learning for Functional Brain
Network Analysis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {14227},
pages = {205--214},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43993-3\_20},
doi = {10.1007/978-3-031-43993-3\_20},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ZhangWCYZZZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiangZCZLYZ23,
author = {Wei Liang and
Kai Zhang and
Peng Cao and
Pengfei Zhao and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Modeling Alzheimers' Disease Progression from Multi-task and Self-supervised
Learning Perspective with Brain Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14220},
pages = {310--319},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43907-0\_30},
doi = {10.1007/978-3-031-43907-0\_30},
timestamp = {Thu, 05 Oct 2023 18:00:34 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiangZCZLYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChengHCYLZ23,
author = {Shuai Cheng and
Qingshan Hou and
Peng Cao and
Jinzhu Yang and
Xiaoli Liu and
Osmar R. Za{\"{\i}}ane},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14226},
pages = {671--681},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43990-2\_63},
doi = {10.1007/978-3-031-43990-2\_63},
timestamp = {Thu, 05 Oct 2023 18:00:39 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChengHCYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/Hou0W0YZ23,
author = {Qingshan Hou and
Peng Cao and
Jiaqi Wang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {A Reference-free Self-supervised Domain Adaptation Framework for Low-quality
Fundus Image Enhancement},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {7383--7393},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612049},
doi = {10.1145/3581783.3612049},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/Hou0W0YZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/StroblTZ23,
author = {Michael Strobl and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Jiman Hong and
Maart Lanperne and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}} and
Hossain Shahriar},
title = {{FREDA:} Flexible Relation Extraction Data Annotation},
booktitle = {Proceedings of the 38th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2023, Tallinn, Estonia, March 27-31, 2023},
pages = {902--910},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555776.3578592},
doi = {10.1145/3555776.3578592},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/StroblTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/KabirZ23,
author = {Md Rayhan Kabir and
Osmar Za{\"{\i}}ane},
editor = {Jiman Hong and
Maart Lanperne and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}} and
Hossain Shahriar},
title = {Classification by Frequent Association Rules},
booktitle = {Proceedings of the 38th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2023, Tallinn, Estonia, March 27-31, 2023},
pages = {1217--1220},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555776.3577848},
doi = {10.1145/3555776.3577848},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/KabirZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04465,
author = {Zhiqiang Shen and
Peng Cao and
Hua Yang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Co-training with High-Confidence Pseudo Labels for Semi-supervised
Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2301.04465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04465},
doi = {10.48550/ARXIV.2301.04465},
eprinttype = {arXiv},
eprint = {2301.04465},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06943,
author = {Qingshan Hou and
Peng Cao and
Jiaqi Wang and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Self-supervised Domain Adaptation for Breaking the Limits of Low-quality
Fundus Image Quality Enhancement},
journal = {CoRR},
volume = {abs/2301.06943},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06943},
doi = {10.48550/ARXIV.2301.06943},
eprinttype = {arXiv},
eprint = {2301.06943},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04229,
author = {Amir Salimi and
Sunil Vasu Kalmady and
Abram Hindle and
Osmar Za{\"{\i}}ane and
Padma Kaul},
title = {Exploring Best Practices for {ECG} Signal Processing in Machine Learning},
journal = {CoRR},
volume = {abs/2311.04229},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04229},
doi = {10.48550/ARXIV.2311.04229},
eprinttype = {arXiv},
eprint = {2311.04229},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15182,
author = {Haonan Wang and
Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Osmar Za{\"{\i}}ane},
title = {Narrowing the semantic gaps in U-Net with learnable skip connections:
The case of medical image segmentation},
journal = {CoRR},
volume = {abs/2312.15182},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15182},
doi = {10.48550/ARXIV.2312.15182},
eprinttype = {arXiv},
eprint = {2312.15182},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/TangCHLZ22,
author = {Shanshan Tang and
Peng Cao and
Min Huang and
Xiaoli Liu and
Osmar R. Za{\"{\i}}ane},
title = {Dual feature correlation guided multi-task learning for Alzheimer's
disease prediction},
journal = {Comput. Biol. Medicine},
volume = {140},
pages = {105090},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2021.105090},
doi = {10.1016/J.COMPBIOMED.2021.105090},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/TangCHLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/Wen0BYZZ22,
author = {Guangqi Wen and
Peng Cao and
Huiwen Bao and
Wenju Yang and
Tong Zheng and
Osmar Za{\"{\i}}ane},
title = {{MVS-GCN:} {A} prior brain structure learning-guided multi-view graph
convolution network for autism spectrum disorder diagnosis},
journal = {Comput. Biol. Medicine},
volume = {142},
pages = {105239},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2022.105239},
doi = {10.1016/J.COMPBIOMED.2022.105239},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/Wen0BYZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/CaoHSWZ22,
author = {Peng Cao and
Qingshan Hou and
Ruoxian Song and
Haonan Wang and
Osmar R. Za{\"{\i}}ane},
title = {Collaborative learning of weakly-supervised domain adaptation for
diabetic retinopathy grading on retinal images},
journal = {Comput. Biol. Medicine},
volume = {144},
pages = {105341},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2022.105341},
doi = {10.1016/J.COMPBIOMED.2022.105341},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/CaoHSWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/YangWCYZ22,
author = {Wenju Yang and
Guangqi Wen and
Peng Cao and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Collaborative learning of graph generation, clustering and classification
for brain networks diagnosis},
journal = {Comput. Methods Programs Biomed.},
volume = {219},
pages = {106772},
year = {2022},
url = {https://doi.org/10.1016/j.cmpb.2022.106772},
doi = {10.1016/J.CMPB.2022.106772},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/YangWCYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/CaoWLYZ22,
author = {Peng Cao and
Guangqi Wen and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Modeling the dynamic brain network representation for autism spectrum
disorder diagnosis},
journal = {Medical Biol. Eng. Comput.},
volume = {60},
number = {7},
pages = {1897--1913},
year = {2022},
url = {https://doi.org/10.1007/s11517-022-02558-4},
doi = {10.1007/S11517-022-02558-4},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/CaoWLYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/LiCYZ22,
author = {Lanting Li and
Peng Cao and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Modeling global and local label correlation with graph convolutional
networks for multi-label chest X-ray image classification},
journal = {Medical Biol. Eng. Comput.},
volume = {60},
number = {9},
pages = {2567--2588},
year = {2022},
url = {https://doi.org/10.1007/s11517-022-02604-1},
doi = {10.1007/S11517-022-02604-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/LiCYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/LiJWCXLYZ22,
author = {Lanting Li and
Hao Jiang and
Guangqi Wen and
Peng Cao and
MingYi Xu and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {{TE-HI-GCN:} An Ensemble of Transfer Hierarchical Graph Convolutional
Networks for Disorder Diagnosis},
journal = {Neuroinformatics},
volume = {20},
number = {2},
pages = {353--375},
year = {2022},
url = {https://doi.org/10.1007/s12021-021-09548-1},
doi = {10.1007/S12021-021-09548-1},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/LiJWCXLYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/DziriKMZYPR22,
author = {Nouha Dziri and
Ehsan Kamalloo and
Sivan Milton and
Osmar R. Za{\"{\i}}ane and
Mo Yu and
Edoardo Maria Ponti and
Siva Reddy},
title = {FaithDial: {A} Faithful Benchmark for Information-Seeking Dialogue},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {1473--1490},
year = {2022},
url = {https://transacl.org/ojs/index.php/tacl/article/view/4113},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/DziriKMZYPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/JainJZS22,
author = {Prarthi Jain and
Seemandhar Jain and
Osmar R. Za{\"{\i}}ane and
Abhishek Srivastava},
title = {Anomaly Detection in Resource Constrained Environments With Streaming
Data},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {6},
number = {3},
pages = {649--659},
year = {2022},
url = {https://doi.org/10.1109/TETCI.2021.3070660},
doi = {10.1109/TETCI.2021.3070660},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/JainJZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/00010ZM022,
author = {Chenyang Huang and
Hao Zhou and
Osmar R. Za{\"{\i}}ane and
Lili Mou and
Lei Li},
title = {Non-autoregressive Translation with Layer-Wise Prediction and Deep
Supervision},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {10776--10784},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21323},
doi = {10.1609/AAAI.V36I10.21323},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/00010ZM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DhankarZB22,
author = {Abhishek Dhankar and
Osmar Za{\"{\i}}ane and
Fran{\c{c}}ois Bolduc},
editor = {Amitava Das and
Tanmay Chakraborty and
Asif Ekbal and
Amit P. Sheth},
title = {UofA-Truth at Factify 2022 : {A} Simple Approach to Multi-Modal Fact-Checking},
booktitle = {Proceedings of the Workshop on Multi-Modal Fake News and Hate-Speech
Detection {(DE-FACTIFY} 2022) co-located with the Thirty-Sixth {AAAI}
Conference on Artificial Intelligence {(} {AAAI} 2022), Virtual Event,
Vancouver, Canada, February 27, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3199},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3199/paper10.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DhankarZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Wang0WZ22,
author = {Haonan Wang and
Peng Cao and
Jiaqi Wang and
Osmar R. Za{\"{\i}}ane},
title = {UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise
Perspective with Transformer},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {2441--2449},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i3.20144},
doi = {10.1609/AAAI.V36I3.20144},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Wang0WZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KabirZ22,
author = {Md. Rayhanul Kabir and
Osmar R. Za{\"{\i}}ane},
title = {Dynamic Ensemble Associative Learning},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
2022},
pages = {261--268},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ASONAM55673.2022.10068715},
doi = {10.1109/ASONAM55673.2022.10068715},
timestamp = {Fri, 31 Mar 2023 10:36:04 +0200},
biburl = {https://dblp.org/rec/conf/asunam/KabirZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/AustinTLZ22,
author = {Eric Austin and
Amine Trabelsi and
Christine Largeron and
Osmar R. Za{\"{\i}}ane},
editor = {Laurence A. F. Park and
Heitor Murilo Gomes and
Maryam Gholami Doborjeh and
Yee Ling Boo and
Yun Sing Koh and
Yanchang Zhao and
Graham Williams and
Simeon Simoff},
title = {Hierarchical Topic Model Inference by Community Discovery on Word
Co-occurrence Networks},
booktitle = {Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney,
Australia, December 12-15, 2022, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1741},
pages = {148--162},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-8746-5\_11},
doi = {10.1007/978-981-19-8746-5\_11},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausdm/AustinTLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/AustinZL22,
author = {Eric Austin and
Osmar R. Za{\"{\i}}ane and
Christine Largeron},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Community Topic: Topic Model Inference by Consecutive Word Community
Discovery},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {971--983},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.81},
timestamp = {Thu, 13 Oct 2022 17:29:38 +0200},
biburl = {https://dblp.org/rec/conf/coling/AustinZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/NanPZ22,
author = {Abhishek Nan and
Anandh Perumal and
Osmar R. Za{\"{\i}}ane},
editor = {Christine Strauss and
Alfredo Cuzzocrea and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement
Learning},
booktitle = {Database and Expert Systems Applications - 33rd International Conference,
{DEXA} 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13426},
pages = {167--180},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-12423-5\_13},
doi = {10.1007/978-3-031-12423-5\_13},
timestamp = {Tue, 21 Mar 2023 20:59:57 +0100},
biburl = {https://dblp.org/rec/conf/dexa/NanPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/KabirVSZ22,
author = {Md. Rayhanul Kabir and
Samridhi Vaid and
Nitakshi Sood and
Osmar R. Za{\"{\i}}ane},
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {Deep Associative Classifier},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
pages = {113--122},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022.00022},
doi = {10.1109/ICKG55886.2022.00022},
timestamp = {Thu, 23 Feb 2023 14:32:02 +0100},
biburl = {https://dblp.org/rec/conf/icbk/KabirVSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/DhankarBCKZB22,
author = {Abhishek Dhankar and
An Bui and
Jeremy Costello and
Manpreet Kaur and
Osmar R. Za{\"{\i}}ane and
Fran{\c{c}}ois Bolduc},
title = {Automated Fact-Checking of Articles Related to Neurodevelopmental
Disorders},
booktitle = {{IEEE} Intl Conf on Parallel {\&} Distributed Processing with
Applications, Big Data {\&} Cloud Computing, Sustainable Computing
{\&} Communications, Social Computing {\&} Networking, ISPA/BDCloud/SocialCom/SustainCom
2022, Melbourne, Australia, December 17-19, 2022},
pages = {426--434},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom57177.2022.00061},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM57177.2022.00061},
timestamp = {Wed, 29 Mar 2023 18:28:03 +0200},
biburl = {https://dblp.org/rec/conf/ispa/DhankarBCKZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/StroblTZ22,
author = {Michael Strobl and
Amine Trabelsi and
Osmar Za{\"{\i}}ane},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Jan Odijk and
Stelios Piperidis},
title = {Enhanced Entity Annotations for Multilingual Corpora},
booktitle = {Proceedings of the Thirteenth Language Resources and Evaluation Conference,
{LREC} 2022, Marseille, France, 20-25 June 2022},
pages = {3732--3740},
publisher = {European Language Resources Association},
year = {2022},
url = {https://aclanthology.org/2022.lrec-1.398},
timestamp = {Mon, 10 Oct 2022 16:57:52 +0200},
biburl = {https://dblp.org/rec/conf/lrec/StroblTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ltedi/FarruqueZGS22,
author = {Nawshad Farruque and
Osmar Za{\"{\i}}ane and
Randy Goebel and
Sudhakar Sivapalan},
editor = {Bharathi Raja Chakravarthi and
B. Bharathi and
John P. McCrae and
Manel Zarrouk and
Kalika Bali and
Paul Buitelaar},
title = {DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through
domain specific {BERT} and short text Depression classifiers},
booktitle = {Proceedings of the Second Workshop on Language Technology for Equality,
Diversity and Inclusion, {LT-EDI} 2022, Dublin, Ireland, May 27, 2022},
pages = {167--171},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.ltedi-1.21},
doi = {10.18653/V1/2022.LTEDI-1.21},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ltedi/FarruqueZGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DziriMYZR22,
author = {Nouha Dziri and
Sivan Milton and
Mo Yu and
Osmar R. Za{\"{\i}}ane and
Siva Reddy},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {On the Origin of Hallucinations in Conversational Models: Is it the
Datasets or the Models?},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {5271--5285},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.387},
doi = {10.18653/V1/2022.NAACL-MAIN.387},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DziriMYZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldb/StroblTZ22,
author = {Michael Strobl and
Amine Trabelsi and
Osmar Za{\"{\i}}ane},
editor = {Paolo Rosso and
Valerio Basile and
Raquel Mart{\'{\i}}nez and
Elisabeth M{\'{e}}tais and
Farid Meziane},
title = {Named Entity Recognition for Partially Annotated Datasets},
booktitle = {Natural Language Processing and Information Systems - 27th International
Conference on Applications of Natural Language to Information Systems,
{NLDB} 2022, Valencia, Spain, June 15-17, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13286},
pages = {299--306},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08473-7\_27},
doi = {10.1007/978-3-031-08473-7\_27},
timestamp = {Wed, 28 Sep 2022 11:44:51 +0200},
biburl = {https://dblp.org/rec/conf/nldb/StroblTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07990,
author = {Abhishek Dhankar and
Osmar R. Za{\"{\i}}ane and
Fran{\c{c}}ois Bolduc},
title = {UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based
Multi-Modal Fact-Checking},
journal = {CoRR},
volume = {abs/2203.07990},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07990},
doi = {10.48550/ARXIV.2203.07990},
eprinttype = {arXiv},
eprint = {2203.07990},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07150,
author = {Michael Strobl and
Amine Trabelsi and
Osmar Za{\"{\i}}ane},
title = {{FREDA:} Flexible Relation Extraction Data Annotation},
journal = {CoRR},
volume = {abs/2204.07150},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07150},
doi = {10.48550/ARXIV.2204.07150},
eprinttype = {arXiv},
eprint = {2204.07150},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07931,
author = {Nouha Dziri and
Sivan Milton and
Mo Yu and
Osmar Za{\"{\i}}ane and
Siva Reddy},
title = {On the Origin of Hallucinations in Conversational Models: Is it the
Datasets or the Models?},
journal = {CoRR},
volume = {abs/2204.07931},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07931},
doi = {10.48550/ARXIV.2204.07931},
eprinttype = {arXiv},
eprint = {2204.07931},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09081,
author = {Michael Strobl and
Amine Trabelsi and
Osmar Za{\"{\i}}ane},
title = {Named Entity Recognition for Partially Annotated Datasets},
journal = {CoRR},
volume = {abs/2204.09081},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09081},
doi = {10.48550/ARXIV.2204.09081},
eprinttype = {arXiv},
eprint = {2204.09081},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10757,
author = {Nouha Dziri and
Ehsan Kamalloo and
Sivan Milton and
Osmar Za{\"{\i}}ane and
Mo Yu and
Edoardo Maria Ponti and
Siva Reddy},
title = {FaithDial: {A} Faithful Benchmark for Information-Seeking Dialogue},
journal = {CoRR},
volume = {abs/2204.10757},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10757},
doi = {10.48550/ARXIV.2204.10757},
eprinttype = {arXiv},
eprint = {2204.10757},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02765,
author = {Nawshad Farruque and
Randy Goebel and
Sudhakar Sivapalan and
Osmar Za{\"{\i}}ane},
title = {Depression Symptoms Modelling from Social Media Text: {A} Semi-supervised
Learning Approach},
journal = {CoRR},
volume = {abs/2209.02765},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02765},
doi = {10.48550/ARXIV.2209.02765},
eprinttype = {arXiv},
eprint = {2209.02765},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07717,
author = {Nawshad Farruque and
Randy Goebel and
Sudhakar Sivapalan and
Osmar R. Za{\"{\i}}ane},
title = {Deep Temporal Modelling of Clinical Depression through Social Media
Text},
journal = {CoRR},
volume = {abs/2211.07717},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07717},
doi = {10.48550/ARXIV.2211.07717},
eprinttype = {arXiv},
eprint = {2211.07717},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/LiangZCLYZ21,
author = {Wei Liang and
Kai Zhang and
Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Rethinking modeling Alzheimer's disease progression from a multi-task
learning perspective with deep recurrent neural network},
journal = {Comput. Biol. Medicine},
volume = {138},
pages = {104935},
year = {2021},
url = {https://doi.org/10.1016/j.compbiomed.2021.104935},
doi = {10.1016/J.COMPBIOMED.2021.104935},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/LiangZCLYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/YangWLCZ21,
author = {Jinzhu Yang and
Bo Wu and
Lanting Li and
Peng Cao and
Osmar R. Za{\"{\i}}ane},
title = {MSDS-UNet: {A} multi-scale deeply supervised 3D U-Net for automatic
segmentation of lung tumor in {CT}},
journal = {Comput. Medical Imaging Graph.},
volume = {92},
pages = {101957},
year = {2021},
url = {https://doi.org/10.1016/j.compmedimag.2021.101957},
doi = {10.1016/J.COMPMEDIMAG.2021.101957},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/YangWLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KimABFGZMRSYC21,
author = {Mi{-}Young Kim and
Shahin Atakishiyev and
Housam Khalifa Bashier Babiker and
Nawshad Farruque and
Randy Goebel and
Osmar R. Za{\"{\i}}ane and
Mohammad H. Motallebi and
Juliano Rabelo and
Talat Iqba Syed and
Hengshuai Yao and
Peter Chun},
title = {A Multi-Component Framework for the Analysis and Design of Explainable
Artificial Intelligence},
journal = {Mach. Learn. Knowl. Extr.},
volume = {3},
number = {4},
pages = {900--921},
year = {2021},
url = {https://doi.org/10.3390/make3040045},
doi = {10.3390/MAKE3040045},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KimABFGZMRSYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-spnlp/HuangYCZM21,
author = {Chenyang Huang and
Wei Yang and
Yanshuai Cao and
Osmar Za{\"{\i}}ane and
Lili Mou},
editor = {Zornitsa Kozareva and
Sujith Ravi and
Andreas Vlachos and
Priyanka Agrawal and
Andr{\'{e}} F. T. Martins},
title = {A Globally Normalized Neural Model for Semantic Parsing},
booktitle = {Proceedings of the 5th Workshop on Structured Prediction for NLP,
SPNLP@ACL-IJCNLP 2021, Online, August 6, 2021},
pages = {61--66},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.spnlp-1.7},
doi = {10.18653/V1/2021.SPNLP-1.7},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-spnlp/HuangYCZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/0001WL0YZ21,
author = {Peng Cao and
Guangqi Wen and
Lanting Li and
Xiaoli Liu and
Jinzhu Yang and
Osmar Za{\"{\i}}ane},
editor = {Yufei Huang and
Lukasz A. Kurgan and
Feng Luo and
Xiaohua Hu and
Yidong Chen and
Edward R. Dougherty and
Andrzej Kloczkowski and
Yaohang Li},
title = {Temporal Graph Representation Learning for Autism spectrum disorder
Brain Networks},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2021, Houston, TX, USA, December 9-12, 2021},
pages = {1270--1275},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BIBM52615.2021.9669613},
doi = {10.1109/BIBM52615.2021.9669613},
timestamp = {Tue, 18 Jan 2022 09:39:01 +0100},
biburl = {https://dblp.org/rec/conf/bibm/0001WL0YZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/SamuelHZ21,
author = {Hamman Samuel and
Fahim Hassan and
Osmar R. Za{\"{\i}}ane},
editor = {Catia Pesquita and
Ana L. N. Fred and
Hugo Gamboa},
title = {The Need for Medical Professionals to Join Patients in the Online
Health Social Media Discourse},
booktitle = {Proceedings of the 14th International Joint Conference on Biomedical
Engineering Systems and Technologies, {BIOSTEC} 2021, Volume 5: HEALTHINF,
Online Streaming, February 11-13, 2021},
pages = {637--644},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010325806370644},
doi = {10.5220/0010325806370644},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/biostec/SamuelHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Dong0ZM21,
author = {Chengzhang Dong and
Chenyang Huang and
Osmar Za{\"{\i}}ane and
Lili Mou},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Simulated Annealing for Emotional Dialogue Systems},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2984--2988},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482182},
doi = {10.1145/3459637.3482182},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Dong0ZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DziriMZB21,
author = {Nouha Dziri and
Andrea Madotto and
Osmar Za{\"{\i}}ane and
Avishek Joey Bose},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Neural Path Hunter: Reducing Hallucination in Dialogue Systems via
Path Grounding},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {2197--2214},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.168},
doi = {10.18653/V1/2021.EMNLP-MAIN.168},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DziriMZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdec/EshaZ21,
author = {Esha and
Osmar Za{\"{\i}}ane},
editor = {Rim Jallouli and
Mohamed Anis Bach Tobji and
Hamid Mcheick and
Gunnar Piho},
title = {Pairing Tweets with the Right Location},
booktitle = {Digital Economy. Emerging Technologies and Business Innovation - 6th
International Conference on Digital Economy, ICDEc 2021, Tallinn,
Estonia, July 15-17, 2021, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {431},
pages = {264--278},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92909-1\_18},
doi = {10.1007/978-3-030-92909-1\_18},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdec/EshaZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdlt/JabbarKSKPGZ21,
author = {Mohomed Shazan Mohomed Jabbar and
Luke N. Kumar and
Hamman Waqar Samuel and
Mi{-}Young Kim and
Sankalp Prabhakar and
Randy Goebel and
Osmar Za{\"{\i}}ane},
title = {DeepDup: Duplicate Question Detection in Community Question Answering},
booktitle = {{ICDLT} 2021: 5th International Conference on Deep Learning Technologies,
Qingdao, China, July 23 - 25, 2021},
pages = {8--12},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3480001.3480021},
doi = {10.1145/3480001.3480021},
timestamp = {Tue, 16 Nov 2021 18:45:27 +0100},
biburl = {https://dblp.org/rec/conf/icdlt/JabbarKSKPGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmhi/SamuelZB21,
author = {Hamman Samuel and
Osmar Za{\"{\i}}ane and
Fran{\c{c}}ois Bolduc},
title = {Evaluation of Applied Machine Learning for Health Misinformation Detection
via Survey of Medical Professionals on Controversial Topics in Pediatrics},
booktitle = {{ICMHI} 2021: 5th International Conference on Medical and Health Informatics,
Kyoto, Japan, May 14-16, 2021},
pages = {1--6},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3472813.3472814},
doi = {10.1145/3472813.3472814},
timestamp = {Wed, 03 Nov 2021 13:01:34 +0100},
biburl = {https://dblp.org/rec/conf/icmhi/SamuelZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FarruqueGZS21,
author = {Nawshad Farruque and
Randy Goebel and
Osmar R. Za{\"{\i}}ane and
Sudhakar Sivapalan},
editor = {M. Arif Wani and
Ishwar K. Sethi and
Weisong Shi and
Guangzhi Qu and
Daniela Stan Raicu and
Ruoming Jin},
title = {Explainable Zero-Shot Modelling of Clinical Depression Symptoms from
Text},
booktitle = {20th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
pages = {1472--1477},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICMLA52953.2021.00237},
doi = {10.1109/ICMLA52953.2021.00237},
timestamp = {Tue, 01 Feb 2022 17:24:07 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FarruqueGZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/DhankarSHFBZ21,
author = {Abhishek Dhankar and
Hamman Samuel and
Fahim Hassan and
Nawshad Farruque and
Fran{\c{c}}ois Bolduc and
Osmar Za{\"{\i}}ane},
title = {Analysis of {COVID-19} Misinformation in Social Media using Transfer
Learning},
booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
pages = {880--885},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICTAI52525.2021.00141},
doi = {10.1109/ICTAI52525.2021.00141},
timestamp = {Tue, 28 Dec 2021 13:25:55 +0100},
biburl = {https://dblp.org/rec/conf/ictai/DhankarSHFBZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HuangTQFMZ21,
author = {Chenyang Huang and
Amine Trabelsi and
Xuebin Qin and
Nawshad Farruque and
Lili Mou and
Osmar R. Za{\"{\i}}ane},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Seq2Emo: {A} Sequence to Multi-Label Emotion Classification Model},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {4717--4724},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.375},
doi = {10.18653/V1/2021.NAACL-MAIN.375},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HuangTQFMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08455,
author = {Nouha Dziri and
Andrea Madotto and
Osmar R. Za{\"{\i}}ane and
Avishek Joey Bose},
title = {Neural Path Hunter: Reducing Hallucination in Dialogue Systems via
Path Grounding},
journal = {CoRR},
volume = {abs/2104.08455},
year = {2021},
url = {https://arxiv.org/abs/2104.08455},
eprinttype = {arXiv},
eprint = {2104.08455},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12364,
author = {Nawshad Farruque and
Chenyang Huang and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {Basic and Depression Specific Emotion Identification in Tweets: Multi-label
Classification Experiments},
journal = {CoRR},
volume = {abs/2105.12364},
year = {2021},
url = {https://arxiv.org/abs/2105.12364},
eprinttype = {arXiv},
eprint = {2105.12364},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03376,
author = {Chenyang Huang and
Wei Yang and
Yanshuai Cao and
Osmar R. Za{\"{\i}}ane and
Lili Mou},
title = {A Globally Normalized Neural Model for Semantic Parsing},
journal = {CoRR},
volume = {abs/2106.03376},
year = {2021},
url = {https://arxiv.org/abs/2106.03376},
eprinttype = {arXiv},
eprint = {2106.03376},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10928,
author = {Nawshad Farruque and
Randy Goebel and
Osmar Za{\"{\i}}ane and
Sudhakar Sivapalan},
title = {{STEP-EZ:} Syntax Tree guided semantic ExPlanation for Explainable
Zero-shot modeling of clinical depression symptoms from text},
journal = {CoRR},
volume = {abs/2106.10928},
year = {2021},
url = {https://arxiv.org/abs/2106.10928},
eprinttype = {arXiv},
eprint = {2106.10928},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12797,
author = {Nawshad Farruque and
Randy Goebel and
Osmar Za{\"{\i}}ane},
title = {A comprehensive empirical analysis on cross-domain semantic enrichment
for detection of depressive language},
journal = {CoRR},
volume = {abs/2106.12797},
year = {2021},
url = {https://arxiv.org/abs/2106.12797},
eprinttype = {arXiv},
eprint = {2106.12797},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04335,
author = {Haonan Wang and
Peng Cao and
Jiaqi Wang and
Osmar R. Za{\"{\i}}ane},
title = {UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise
Perspective with Transformer},
journal = {CoRR},
volume = {abs/2109.04335},
year = {2021},
url = {https://arxiv.org/abs/2109.04335},
eprinttype = {arXiv},
eprint = {2109.04335},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10715,
author = {Chengzhang Dong and
Chenyang Huang and
Osmar R. Za{\"{\i}}ane and
Lili Mou},
title = {Simulated Annealing for Emotional Dialogue Systems},
journal = {CoRR},
volume = {abs/2109.10715},
year = {2021},
url = {https://arxiv.org/abs/2109.10715},
eprinttype = {arXiv},
eprint = {2109.10715},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07515,
author = {Chenyang Huang and
Hao Zhou and
Osmar R. Za{\"{\i}}ane and
Lili Mou and
Lei Li},
title = {Non-Autoregressive Translation with Layer-Wise Prediction and Deep
Supervision},
journal = {CoRR},
volume = {abs/2110.07515},
year = {2021},
url = {https://arxiv.org/abs/2110.07515},
eprinttype = {arXiv},
eprint = {2110.07515},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JiangCXYZ20,
author = {Hao Jiang and
Peng Cao and
MingYi Xu and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Hi-GCN: {A} hierarchical graph convolution network for graph embedding
learning of brain network and brain disorders prediction},
journal = {Comput. Biol. Medicine},
volume = {127},
pages = {104096},
year = {2020},
url = {https://doi.org/10.1016/j.compbiomed.2020.104096},
doi = {10.1016/J.COMPBIOMED.2020.104096},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JiangCXYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BellingerSJZ20,
author = {Colin Bellinger and
Shiven Sharma and
Nathalie Japkowicz and
Osmar R. Za{\"{\i}}ane},
title = {Framework for extreme imbalance classification: {SWIM} - sampling
with the majority class},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {3},
pages = {841--866},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01380-z},
doi = {10.1007/S10115-019-01380-Z},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/BellingerSJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/QinZHDZJ20,
author = {Xuebin Qin and
Zichen Zhang and
Chenyang Huang and
Masood Dehghan and
Osmar R. Za{\"{\i}}ane and
Martin J{\"{a}}gersand},
title = {U\({}^{\mbox{2}}\)-Net: Going deeper with nested U-structure for salient
object detection},
journal = {Pattern Recognit.},
volume = {106},
pages = {107404},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107404},
doi = {10.1016/J.PATCOG.2020.107404},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/QinZHDZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/Song0YZZ20,
author = {Ruoxian Song and
Peng Cao and
Jinzhu Yang and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Taesung Park and
Young{-}Rae Cho and
Xiaohua Hu and
Illhoi Yoo and
Hyun Goo Woo and
Jianxin Wang and
Julio C. Facelli and
Seungyoon Nam and
Mingon Kang},
title = {A Domain Adaptation Multi-instance Learning for Diabetic Retinopathy
Grading on Retinal Images},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2020, Virtual Event, South Korea, December 16-19, 2020},
pages = {743--750},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBM49941.2020.9313398},
doi = {10.1109/BIBM49941.2020.9313398},
timestamp = {Fri, 09 Apr 2021 17:11:13 +0200},
biburl = {https://dblp.org/rec/conf/bibm/Song0YZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/Li0YZZ20,
author = {Lanting Li and
Peng Cao and
Jinzhu Yang and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Taesung Park and
Young{-}Rae Cho and
Xiaohua Hu and
Illhoi Yoo and
Hyun Goo Woo and
Jianxin Wang and
Julio C. Facelli and
Seungyoon Nam and
Mingon Kang},
title = {A robust fuzzy clustering algorithm using spatial information combined
with local membership filtering for brain {MR} images},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2020, Virtual Event, South Korea, December 16-19, 2020},
pages = {1987--1994},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBM49941.2020.9313402},
doi = {10.1109/BIBM49941.2020.9313402},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/Li0YZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/SoodZ20,
author = {Nitakshi Sood and
Osmar R. Za{\"{\i}}ane},
editor = {Min Song and
Il{-}Yeol Song and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Building a Competitive Associative Classifier},
booktitle = {Big Data Analytics and Knowledge Discovery - 22nd International Conference,
DaWaK 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12393},
pages = {223--234},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59065-9\_18},
doi = {10.1007/978-3-030-59065-9\_18},
timestamp = {Thu, 28 Mar 2024 17:43:11 +0100},
biburl = {https://dblp.org/rec/conf/dawak/SoodZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/SoodBZ20,
author = {Nitakshi Sood and
Leepakshi Bindra and
Osmar R. Za{\"{\i}}ane},
editor = {Sven Hartmann and
Josef K{\"{u}}ng and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Bi-Level Associative Classifier Using Automatic Learning on Rules},
booktitle = {Database and Expert Systems Applications - 31st International Conference,
{DEXA} 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12391},
pages = {201--216},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59003-1\_14},
doi = {10.1007/978-3-030-59003-1\_14},
timestamp = {Tue, 29 Dec 2020 18:31:17 +0100},
biburl = {https://dblp.org/rec/conf/dexa/SoodBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GharaghooshiZLZ20,
author = {Shiva Zamani Gharaghooshi and
Osmar R. Za{\"{\i}}ane and
Christine Largeron and
Mohammadmahdi Zafarmand and
Chang Liu},
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {Addressing the Resolution Limit and the Field of View Limit in Community
Mining},
booktitle = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
pages = {210--222},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3\_17},
doi = {10.1007/978-3-030-44584-3\_17},
timestamp = {Fri, 14 May 2021 08:34:13 +0200},
biburl = {https://dblp.org/rec/conf/ida/GharaghooshiZLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/LiuLZG20,
author = {Chang Liu and
Christine Largeron and
Osmar R. Za{\"{\i}}ane and
Shiva Zamani Gharaghooshi},
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {A Late-Fusion Approach to Community Detection in Attributed Networks},
booktitle = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
pages = {300--312},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3\_24},
doi = {10.1007/978-3-030-44584-3\_24},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/LiuLZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/StroblTZ20,
author = {Michael Strobl and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {{WEXEA:} Wikipedia EXhaustive Entity Annotation},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {1951--1958},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.240/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/StroblTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StroblSCZ20,
author = {Michael Strobl and
J{\"{o}}rg Sander and
Ricardo J. G. B. Campello and
Osmar R. Za{\"{\i}}ane},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Model-Based Clustering with {HDBSCAN}},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12458},
pages = {364--379},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67661-2\_22},
doi = {10.1007/978-3-030-67661-2\_22},
timestamp = {Sat, 27 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/StroblSCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/KonarHTZ20,
author = {Anandh Konar and
Chenyang Huang and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Aur{\'{e}}lie Herbelot and
Xiaodan Zhu and
Alexis Palmer and
Nathan Schneider and
Jonathan May and
Ekaterina Shutova},
title = {{ANA} at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense
reasoNing {(UNION)}},
booktitle = {Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval@COLING
2020, Barcelona (online), December 12-13, 2020},
pages = {367--373},
publisher = {International Committee for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.semeval-1.45},
doi = {10.18653/V1/2020.SEMEVAL-1.45},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/semeval/KonarHTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09403,
author = {Abhishek Nan and
Anandh Perumal and
Osmar R. Za{\"{\i}}ane},
title = {Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2001.09403},
year = {2020},
url = {https://arxiv.org/abs/2001.09403},
eprinttype = {arXiv},
eprint = {2001.09403},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01908,
author = {Shahin Atakishiyev and
Housam Khalifa Bashier Babiker and
Nawshad Farruque and
Randy Goebel and
M.{-}Y. Kima and
Mohammad H. Motallebi and
Juliano Rabelo and
Talat Iqba Syed and
Osmar R. Za{\"{\i}}ane},
title = {A multi-component framework for the analysis and design of explainable
artificial intelligence},
journal = {CoRR},
volume = {abs/2005.01908},
year = {2020},
url = {https://arxiv.org/abs/2005.01908},
eprinttype = {arXiv},
eprint = {2005.01908},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-09007,
author = {Xuebin Qin and
Zichen Zhang and
Chenyang Huang and
Masood Dehghan and
Osmar R. Za{\"{\i}}ane and
Martin J{\"{a}}gersand},
title = {U\({}^{\mbox{2}}\)-Net: Going Deeper with Nested U-Structure for Salient
Object Detection},
journal = {CoRR},
volume = {abs/2005.09007},
year = {2020},
url = {https://arxiv.org/abs/2005.09007},
eprinttype = {arXiv},
eprint = {2005.09007},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-09007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16403,
author = {Anandh Perumal and
Chenyang Huang and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {{ANA} at SemEval-2020 Task 4: mUlti-task learNIng for cOmmonsense
reasoNing {(UNION)}},
journal = {CoRR},
volume = {abs/2006.16403},
year = {2020},
url = {https://arxiv.org/abs/2006.16403},
eprinttype = {arXiv},
eprint = {2006.16403},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01972,
author = {Nitakshi Sood and
Osmar R. Za{\"{\i}}ane},
title = {Building a Competitive Associative Classifier},
journal = {CoRR},
volume = {abs/2007.01972},
year = {2020},
url = {https://arxiv.org/abs/2007.01972},
eprinttype = {arXiv},
eprint = {2007.01972},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/VuCBEOZY19,
author = {Khanh Vu and
Rebecca A. Clark and
Colin Bellinger and
Graham Erickson and
Alvaro Osornio{-}Vargas and
Osmar R. Za{\"{\i}}ane and
Yan Yuan},
title = {The index lift in data mining has a close relationship with the association
measure relative risk in epidemiological studies},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {19},
number = {1},
pages = {112:1--112:8},
year = {2019},
url = {https://doi.org/10.1186/s12911-019-0838-4},
doi = {10.1186/S12911-019-0838-4},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/VuCBEOZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-wnlp/DziriKMZ19,
author = {Nouha Dziri and
Ehsan Kamalloo and
Kory W. Mathewson and
Osmar R. Za{\"{\i}}ane},
editor = {Amittai Axelrod and
Diyi Yang and
Rossana Cunha and
Samira Shaikh and
Zeerak Waseem},
title = {Evaluating Coherence in Dialogue Systems using Entailment},
booktitle = {Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence,
Italy, July 28, 2019},
pages = {146--148},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/W19-3646/},
timestamp = {Tue, 07 Nov 2023 10:29:09 +0100},
biburl = {https://dblp.org/rec/conf/acl-wnlp/DziriKMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/CaoTHYZTZ19a,
author = {Peng Cao and
Shanshan Tang and
Min Huang and
Jinzhu Yang and
Dazhe Zhao and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Feature-aware Multi-task feature learning for Predicting Cognitive
Outcomes in Alzheimer's disease},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983258},
doi = {10.1109/BIBM47256.2019.8983258},
timestamp = {Fri, 09 Apr 2021 17:11:15 +0200},
biburl = {https://dblp.org/rec/conf/bibm/CaoTHYZTZ19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/CaoTHYZTZ19,
author = {Peng Cao and
Shanshan Tang and
Min Huang and
Jinzhu Yang and
Dazhe Zhao and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {An ensemble framework with {\textdollar}l{\_}\{21\}{\textdollar}-norm
regularized hypergraph laplacian multi-label learning for clinical
data prediction},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1436--1442},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983424},
doi = {10.1109/BIBM47256.2019.8983424},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/CaoTHYZTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/TrabelsiZ19,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Alexander F. Gelbukh},
title = {Contrastive Reasons Detection and Clustering from Online Polarized
Debates},
booktitle = {Computational Linguistics and Intelligent Text Processing - 20th International
Conference, CICLing 2019, La Rochelle, France, April 7-13, 2019, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13451},
pages = {181--198},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-031-24337-0\_14},
doi = {10.1007/978-3-031-24337-0\_14},
timestamp = {Tue, 28 Feb 2023 16:50:33 +0100},
biburl = {https://dblp.org/rec/conf/cicling/TrabelsiZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/FarruqueHZG19,
author = {Nawshad Farruque and
Chenyang Huang and
Osmar Za{\"{\i}}ane and
Randy Goebel},
editor = {Alexander F. Gelbukh},
title = {Basic and Depression Specific Emotions Identification in Tweets: Multi-label
Classification Experiments},
booktitle = {Computational Linguistics and Intelligent Text Processing - 20th International
Conference, CICLing 2019, La Rochelle, France, April 7-13, 2019, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13452},
pages = {293--306},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-031-24340-0\_22},
doi = {10.1007/978-3-031-24340-0\_22},
timestamp = {Tue, 28 Feb 2023 16:50:34 +0100},
biburl = {https://dblp.org/rec/conf/cicling/FarruqueHZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/RiaziZTMGL19,
author = {Mohammad Riazi and
Osmar R. Za{\"{\i}}ane and
Tomoharu Takeuchi and
Anthony Maltais and
Johannes G{\"{u}}nther and
Micheal Lipsett},
editor = {Carlos Ordonez and
Il{-}Yeol Song and
Gabriele Anderst{-}Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Detecting the Onset of Machine Failure Using Anomaly Detection Methods},
booktitle = {Big Data Analytics and Knowledge Discovery - 21st International Conference,
DaWaK 2019, Linz, Austria, August 26-29, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11708},
pages = {3--12},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27520-4\_1},
doi = {10.1007/978-3-030-27520-4\_1},
timestamp = {Tue, 29 Dec 2020 18:32:27 +0100},
biburl = {https://dblp.org/rec/conf/dawak/RiaziZTMGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwl/SobhannejadRZ19,
author = {Reza Sobhannejad and
Liam Rourke and
Osmar R. Za{\"{\i}}ane},
editor = {Michael A. Herzog and
Zuzana Kubincov{\'{a}} and
Peng Han and
Marco Temperini},
title = {Evaluating Image Training Systems for Medical Students},
booktitle = {Advances in Web-Based Learning - {ICWL} 2019 - 18th International
Conference, Magdeburg, Germany, September 23-25, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11841},
pages = {323--326},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-35758-0\_31},
doi = {10.1007/978-3-030-35758-0\_31},
timestamp = {Mon, 18 Nov 2019 16:37:37 +0100},
biburl = {https://dblp.org/rec/conf/icwl/SobhannejadRZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/TrabelsiZ19,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {J{\"{u}}rgen Pfeffer and
Ceren Budak and
Yu{-}Ru Lin and
Fred Morstatter},
title = {PhAITV: {A} Phrase Author Interaction Topic Viewpoint Model for the
Summarization of Reasons Expressed by Polarized Stances},
booktitle = {Proceedings of the Thirteenth International Conference on Web and
Social Media, {ICWSM} 2019, Munich, Germany, June 11-14, 2019},
pages = {482--492},
publisher = {{AAAI} Press},
year = {2019},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/3246},
timestamp = {Mon, 07 Mar 2022 16:58:30 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/TrabelsiZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DziriKMZ19,
author = {Nouha Dziri and
Ehsan Kamalloo and
Kory W. Mathewson and
Osmar R. Za{\"{\i}}ane},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Evaluating Coherence in Dialogue Systems using Entailment},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {3806--3812},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1381},
doi = {10.18653/V1/N19-1381},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/DziriKMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangZ19,
author = {Chi Zhang and
Osmar R. Za{\"{\i}}ane},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Neighbor-Based Link Prediction with Edge Uncertainty},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {462--474},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_36},
doi = {10.1007/978-3-030-16145-3\_36},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FarruqueZG19,
author = {Nawshad Farruque and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Augmenting Semantic Representation of Depressive Language: From Forums
to Microblogs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {359--375},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_22},
doi = {10.1007/978-3-030-46133-1\_22},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FarruqueZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/MehrjardiTZ19,
author = {Mansour Saffar Mehrjardi and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Ruslan Mitkov and
Galia Angelova},
title = {Self-Attentional Models Application in Task-Oriented Dialogue Generation
Systems},
booktitle = {Proceedings of the International Conference on Recent Advances in
Natural Language Processing, {RANLP} 2019, Varna, Bulgaria, September
2-4, 2019},
pages = {1031--1040},
publisher = {{INCOMA} Ltd.},
year = {2019},
url = {https://doi.org/10.26615/978-954-452-056-4\_119},
doi = {10.26615/978-954-452-056-4\_119},
timestamp = {Thu, 05 Aug 2021 17:36:17 +0200},
biburl = {https://dblp.org/rec/conf/ranlp/MehrjardiTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/HuangTZ19,
author = {Chenyang Huang and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Jonathan May and
Ekaterina Shutova and
Aur{\'{e}}lie Herbelot and
Xiaodan Zhu and
Marianna Apidianaki and
Saif M. Mohammad},
title = {{ANA} at SemEval-2019 Task 3: Contextual Emotion detection in Conversations
through hierarchical LSTMs and {BERT}},
booktitle = {Proceedings of the 13th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019},
pages = {49--53},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/s19-2006},
doi = {10.18653/V1/S19-2006},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/semeval/HuangTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/BushiZ19,
author = {Samuel Suraj Bushi and
Osmar R. Za{\"{\i}}ane},
editor = {Payam M. Barnaghi and
Georg Gottlob and
Yannis Manolopoulos and
Theodoros Tzouramanis and
Athena Vakali},
title = {{APNEA:} Intelligent Ad-Bidding Using Sentiment Analysis},
booktitle = {2019 {IEEE/WIC/ACM} International Conference on Web Intelligence,
{WI} 2019, Thessaloniki, Greece, October 14-17, 2019},
pages = {76--83},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3350546.3352503},
doi = {10.1145/3350546.3352503},
timestamp = {Thu, 12 Aug 2021 09:49:21 +0200},
biburl = {https://dblp.org/rec/conf/webi/BushiZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00132,
author = {Chenyang Huang and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {{ANA} at SemEval-2019 Task 3: Contextual Emotion detection in Conversations
through hierarchical LSTMs and {BERT}},
journal = {CoRR},
volume = {abs/1904.00132},
year = {2019},
url = {http://arxiv.org/abs/1904.00132},
eprinttype = {arXiv},
eprint = {1904.00132},
timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03371,
author = {Nouha Dziri and
Ehsan Kamalloo and
Kory W. Mathewson and
Osmar R. Za{\"{\i}}ane},
title = {Evaluating Coherence in Dialogue Systems using Entailment},
journal = {CoRR},
volume = {abs/1904.03371},
year = {2019},
url = {http://arxiv.org/abs/1904.03371},
eprinttype = {arXiv},
eprint = {1904.03371},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00648,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {Contrastive Reasons Detection and Clustering from Online Polarized
Debate},
journal = {CoRR},
volume = {abs/1908.00648},
year = {2019},
url = {http://arxiv.org/abs/1908.00648},
eprinttype = {arXiv},
eprint = {1908.00648},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05246,
author = {Mansour Saffar Mehrjardi and
Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {Self-Attentional Models Application in Task-Oriented Dialogue Generation
Systems},
journal = {CoRR},
volume = {abs/1909.05246},
year = {2019},
url = {http://arxiv.org/abs/1909.05246},
eprinttype = {arXiv},
eprint = {1909.05246},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02147,
author = {Chenyang Huang and
Amine Trabelsi and
Xuebin Qin and
Nawshad Farruque and
Osmar R. Za{\"{\i}}ane},
title = {Seq2Emo for Multi-label Emotion Classification Based on Latent Variable
Chains Transformation},
journal = {CoRR},
volume = {abs/1911.02147},
year = {2019},
url = {http://arxiv.org/abs/1911.02147},
eprinttype = {arXiv},
eprint = {1911.02147},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/CaoRWYZ18,
author = {Peng Cao and
Fulong Ren and
Chao Wan and
Jinzhu Yang and
Osmar R. Za{\"{\i}}ane},
title = {Efficient multi-kernel multi-instance learning using weakly supervised
and imbalanced data for diabetic retinopathy diagnosis},
journal = {Comput. Medical Imaging Graph.},
volume = {69},
pages = {112--124},
year = {2018},
url = {https://doi.org/10.1016/j.compmedimag.2018.08.008},
doi = {10.1016/J.COMPMEDIMAG.2018.08.008},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/CaoRWYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/CaoLLYZHZ18,
author = {Peng Cao and
Xiaoli Liu and
Hezi Liu and
Jinzhu Yang and
Dazhe Zhao and
Min Huang and
Osmar R. Za{\"{\i}}ane},
title = {Generalized fused group lasso regularized multi-task feature learning
for predicting cognitive outcomes in Alzheimers disease},
journal = {Comput. Methods Programs Biomed.},
volume = {162},
pages = {19--45},
year = {2018},
url = {https://doi.org/10.1016/j.cmpb.2018.04.028},
doi = {10.1016/J.CMPB.2018.04.028},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/CaoLLYZHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/BakhshinateghZE18,
author = {Behdad Bakhshinategh and
Osmar R. Za{\"{\i}}ane and
Samira ElAtia and
Donald Ipperciel},
title = {Educational data mining applications and tasks: {A} survey of the
last 10 years},
journal = {Educ. Inf. Technol.},
volume = {23},
number = {1},
pages = {537--553},
year = {2018},
url = {https://doi.org/10.1007/s10639-017-9616-z},
doi = {10.1007/S10639-017-9616-Z},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/BakhshinateghZE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/JabbarBZO18,
author = {Mohomed Shazan Mohomed Jabbar and
Colin Bellinger and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas},
title = {Discovering co-location patterns with aggregated spatial transactions
and dependency rules},
journal = {Int. J. Data Sci. Anal.},
volume = {5},
number = {2-3},
pages = {137--154},
year = {2018},
url = {https://doi.org/10.1007/s41060-017-0079-5},
doi = {10.1007/S41060-017-0079-5},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/JabbarBZO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/0001LYZHZ18,
author = {Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Dazhe Zhao and
Min Huang and
Osmar R. Za{\"{\i}}ane},
title = {{\(\mathscr{l}\)}2, 1-{\(\mathscr{l}\)}1 regularized nonlinear multi-task
representation learning based cognitive performance prediction of
Alzheimer's disease},
journal = {Pattern Recognit.},
volume = {79},
pages = {195--215},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.01.028},
doi = {10.1016/J.PATCOG.2018.01.028},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/0001LYZHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SamuelZ18,
author = {Hamman Samuel and
Osmar R. Za{\"{\i}}ane},
editor = {Ebrahim Bagheri and
Jackie Chi Kit Cheung},
title = {MedFact: Towards Improving Veracity of Medical Information in Social
Media Using Applied Machine Learning},
booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
May 8-11, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {108--120},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-89656-4\_9},
doi = {10.1007/978-3-319-89656-4\_9},
timestamp = {Thu, 28 Sep 2023 12:27:18 +0200},
biburl = {https://dblp.org/rec/conf/ai/SamuelZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhangZ18,
author = {Chi Zhang and
Osmar R. Za{\"{\i}}ane},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Detecting Local Communities in Networks with Edge Uncertainty},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {9--16},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508543},
doi = {10.1109/ASONAM.2018.8508543},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ZhangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/WangZ18,
author = {Ren Wang and
Osmar R. Za{\"{\i}}ane},
editor = {Sven Hartmann and
Hui Ma and
Abdelkader Hameurlain and
G{\"{u}}nther Pernul and
Roland R. Wagner},
title = {Sequence-Based Approaches to Course Recommender Systems},
booktitle = {Database and Expert Systems Applications - 29th International Conference,
{DEXA} 2018, Regensburg, Germany, September 3-6, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11029},
pages = {35--50},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98809-2\_3},
doi = {10.1007/978-3-319-98809-2\_3},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/WangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SharmaBKZJ18,
author = {Shiven Sharma and
Colin Bellinger and
Bartosz Krawczyk and
Osmar R. Za{\"{\i}}ane and
Nathalie Japkowicz},
title = {Synthetic Oversampling with the Majority Class: {A} New Perspective
on Handling Extreme Imbalance},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {447--456},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00060},
doi = {10.1109/ICDM.2018.00060},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SharmaBKZJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/TrabelsiZ18,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {Unsupervised Model for Topic Viewpoint Discovery in Online Debates
Leveraging Author Interactions},
booktitle = {Proceedings of the Twelfth International Conference on Web and Social
Media, {ICWSM} 2018, Stanford, California, USA, June 25-28, 2018},
pages = {425--433},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17874},
timestamp = {Fri, 05 Feb 2021 11:07:47 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/TrabelsiZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/insci/HuangZ18,
author = {Chenyang Huang and
Osmar R. Za{\"{\i}}ane},
editor = {Svetlana S. Bodrunova and
Olessia Koltsova and
Asbj{\o}rn F{\o}lstad and
Harry Halpin and
Polina Kolozaridi and
Leonid Yuldashev and
Anna S. Smoliarova and
Heiko Niedermayer},
title = {Generating Responses Expressing Emotion in an Open-Domain Dialogue
System},
booktitle = {Internet Science - {INSCI} 2018 International Workshops, St. Petersburg,
Russia, October 24-26, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11551},
pages = {100--112},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-17705-8\_9},
doi = {10.1007/978-3-030-17705-8\_9},
timestamp = {Mon, 15 Jun 2020 17:04:15 +0200},
biburl = {https://dblp.org/rec/conf/insci/HuangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HuangZTD18,
author = {Chenyang Huang and
Osmar R. Za{\"{\i}}ane and
Amine Trabelsi and
Nouha Dziri},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Automatic Dialogue Generation with Expressed Emotions},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short
Papers)},
pages = {49--54},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-2008},
doi = {10.18653/V1/N18-2008},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HuangZTD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/SamuelNFZ18,
author = {Hamman Samuel and
Benyamin Noori and
Sara Farazi and
Osmar R. Za{\"{\i}}ane},
title = {Context Prediction in the Social Web Using Applied Machine Learning:
{A} Study of Canadian Tweeters},
booktitle = {2018 {IEEE/WIC/ACM} International Conference on Web Intelligence,
{WI} 2018, Santiago, Chile, December 3-6, 2018},
pages = {230--237},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/WI.2018.00-85},
doi = {10.1109/WI.2018.00-85},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/SamuelNFZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/RabbanyTFZC18,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Justin Fagnan and
Osmar R. Za{\"{\i}}ane and
Ricardo J. G. B. Campello},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Relative Validity Criteria for Community Mining Algorithms},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_356},
doi = {10.1007/978-1-4939-7131-2\_356},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/RabbanyTFZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01229,
author = {Justin Fagnan and
Afra Abnar and
Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
title = {Modular Networks for Validating Community Detection Algorithms},
journal = {CoRR},
volume = {abs/1801.01229},
year = {2018},
url = {http://arxiv.org/abs/1801.01229},
eprinttype = {arXiv},
eprint = {1801.01229},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01063,
author = {Nouha Dziri and
Ehsan Kamalloo and
Kory W. Mathewson and
Osmar R. Za{\"{\i}}ane},
title = {Augmenting Neural Response Generation with Context-Aware Topical Attention},
journal = {CoRR},
volume = {abs/1811.01063},
year = {2018},
url = {http://arxiv.org/abs/1811.01063},
eprinttype = {arXiv},
eprint = {1811.01063},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06596,
author = {Mohomed Shazan Mohomed Jabbar and
Luke N. Kumar and
Hamman Samuel and
Mi{-}Young Kim and
Sankalp Prabhakar and
Randy Goebel and
Osmar R. Za{\"{\i}}ane},
title = {On Generality and Knowledge Transferability in Cross-Domain Duplicate
Question Detection for Heterogeneous Community Question Answering},
journal = {CoRR},
volume = {abs/1811.06596},
year = {2018},
url = {http://arxiv.org/abs/1811.06596},
eprinttype = {arXiv},
eprint = {1811.06596},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10990,
author = {Chenyang Huang and
Osmar R. Za{\"{\i}}ane},
title = {Generating Responses Expressing Emotion in an Open-domain Dialogue
System},
journal = {CoRR},
volume = {abs/1811.10990},
year = {2018},
url = {http://arxiv.org/abs/1811.10990},
eprinttype = {arXiv},
eprint = {1811.10990},
timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/CaoLYZHZZ17,
author = {Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Dazhe Zhao and
Min Huang and
Jian Zhang and
Osmar R. Za{\"{\i}}ane},
title = {Nonlinearity-aware based dimensionality reduction and over-sampling
for {AD/MCI} classification from {MRI} measures},
journal = {Comput. Biol. Medicine},
volume = {91},
pages = {21--37},
year = {2017},
url = {https://doi.org/10.1016/j.compbiomed.2017.10.002},
doi = {10.1016/J.COMPBIOMED.2017.10.002},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/CaoLYZHZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/RenCLZZ17,
author = {Fulong Ren and
Peng Cao and
Wei Li and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Ensemble based adaptive over-sampling method for imbalanced data learning
in computer aided detection of microaneurysm},
journal = {Comput. Medical Imaging Graph.},
volume = {55},
pages = {54--67},
year = {2017},
url = {https://doi.org/10.1016/j.compmedimag.2016.07.011},
doi = {10.1016/J.COMPMEDIMAG.2016.07.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/RenCLZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/CaoLZLZHZ17,
author = {Peng Cao and
Xiaoli Liu and
Jian Zhang and
Wei Li and
Dazhe Zhao and
Min Huang and
Osmar R. Za{\"{\i}}ane},
title = {A {\(\mathscr{l}\)}\({}_{\mbox{2, 1}}\) norm regularized multi-kernel
learning for false positive reduction in Lung nodule {CAD}},
journal = {Comput. Methods Programs Biomed.},
volume = {140},
pages = {211--231},
year = {2017},
url = {https://doi.org/10.1016/j.cmpb.2016.12.007},
doi = {10.1016/J.CMPB.2016.12.007},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/CaoLZLZHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/YadollahiSZ17,
author = {Ali Yadollahi and
Ameneh Gholipour Shahraki and
Osmar R. Za{\"{\i}}ane},
title = {Current State of Text Sentiment Analysis from Opinion to Emotion Mining},
journal = {{ACM} Comput. Surv.},
volume = {50},
number = {2},
pages = {25:1--25:33},
year = {2017},
url = {https://doi.org/10.1145/3057270},
doi = {10.1145/3057270},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/YadollahiSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hij/RabZE17,
author = {Wessam Gad El Rab and
Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj},
title = {Formalizing clinical practice guideline for clinical decision support
systems},
journal = {Health Informatics J.},
volume = {23},
number = {2},
pages = {146--156},
year = {2017},
url = {https://doi.org/10.1177/1460458216632272},
doi = {10.1177/1460458216632272},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hij/RabZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiZ17,
author = {Jundong Li and
Osmar R. Za{\"{\i}}ane},
title = {Exploiting statistically significant dependent rules for associative
classification},
journal = {Intell. Data Anal.},
volume = {21},
number = {5},
pages = {1155--1172},
year = {2017},
url = {https://doi.org/10.3233/IDA-163141},
doi = {10.3233/IDA-163141},
timestamp = {Fri, 20 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CaoLZZHZ17,
author = {Peng Cao and
Xiaoli Liu and
Jian Zhang and
Dazhe Zhao and
Min Huang and
Osmar R. Za{\"{\i}}ane},
title = {{\(\mathscr{l}\)}\({}_{\mbox{2, 1}}\) norm regularized multi-kernel
based joint nonlinear feature selection and over-sampling for imbalanced
data classification},
journal = {Neurocomputing},
volume = {234},
pages = {38--57},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2016.12.036},
doi = {10.1016/J.NEUCOM.2016.12.036},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CaoLZZHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LargeronMBZ17,
author = {Christine Largeron and
Pierre{-}Nicolas Mougel and
Oualid Benyahia and
Osmar R. Za{\"{\i}}ane},
title = {DANCer: dynamic attributed networks with community structure generation},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {1},
pages = {109--151},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1028-2},
doi = {10.1007/S10115-017-1028-2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LargeronMBZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CaoLYZLHZ17,
author = {Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Dazhe Zhao and
Wei Li and
Min Huang and
Osmar R. Za{\"{\i}}ane},
title = {A multi-kernel based framework for heterogeneous feature selection
and over-sampling for computer-aided detection of pulmonary nodules},
journal = {Pattern Recognit.},
volume = {64},
pages = {327--346},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.11.007},
doi = {10.1016/J.PATCOG.2016.11.007},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/CaoLYZLHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CaoSZHZ17,
author = {Peng Cao and
Xuanfeng Shan and
Dazhe Zhao and
Min Huang and
Osmar R. Za{\"{\i}}ane},
title = {Sparse shared structure based multi-task learning for {MRI} based
cognitive performance prediction of Alzheimer's disease},
journal = {Pattern Recognit.},
volume = {72},
pages = {219--235},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.07.018},
doi = {10.1016/J.PATCOG.2017.07.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/CaoSZHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RabbanyZ17,
author = {Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
editor = {Satinder Singh and
Shaul Markovitch},
title = {A General Clustering Agreement Index: For Comparing Disjoint and Overlapping
Clusters},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2492--2498},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10905},
doi = {10.1609/AAAI.V31I1.10905},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RabbanyZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/SamuelKPJZ17,
author = {Hamman W. Samuel and
Mi{-}Young Kim and
Sankalp Prabhakar and
Mohomed Shazan Mohomed Jabbar and
Osmar R. Za{\"{\i}}ane},
title = {Community question retrieval in health forums},
booktitle = {2017 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2017, Orland, FL, USA, February 16-19, 2017},
pages = {77--80},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/BHI.2017.7897209},
doi = {10.1109/BHI.2017.7897209},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/bhi/SamuelKPJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/LiuCYZZ17,
author = {Xiaoli Liu and
Peng Cao and
Jinzhu Yang and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Yi Zeng and
Yong He and
Jeanette Hellgren Kotaleski and
Maryann E. Martone and
Bo Xu and
Hanchuan Peng and
Qingming Luo},
title = {Group Guided Sparse Group Lasso Multi-task Learning for Cognitive
Performance Prediction of Alzheimer's Disease},
booktitle = {Brain Informatics - International Conference, {BI} 2017, Beijing,
China, November 16-18, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10654},
pages = {202--212},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70772-3\_19},
doi = {10.1007/978-3-319-70772-3\_19},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brain/LiuCYZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csedu/BakhshinateghSZ17,
author = {Behdad Bakhshinategh and
Gerasimos Spanakis and
Osmar R. Za{\"{\i}}ane and
Samira ElAtia},
editor = {Paula Escudeiro and
Gennaro Costagliola and
Susan Zvacek and
James Onohuome Uhomoibhi and
Bruce M. McLaren},
title = {A Course Recommender System based on Graduating Attributes},
booktitle = {{CSEDU} 2017 - Proceedings of the 9th International Conference on
Computer Supported Education, Volume 1, Porto, Portugal, April 21-23,
2017},
pages = {347--354},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006318803470354},
doi = {10.5220/0006318803470354},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csedu/BakhshinateghSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/GolmohammadiZ17,
author = {Koosha Golmohammadi and
Osmar R. Za{\"{\i}}ane},
editor = {Ladjel Bellatreche and
Sharma Chakravarthy},
title = {Sentiment Analysis on Twitter to Improve Time Series Contextual Anomaly
Detection for Detecting Stock Market Manipulation},
booktitle = {Big Data Analytics and Knowledge Discovery - 19th International Conference,
DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10440},
pages = {327--342},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64283-3\_24},
doi = {10.1007/978-3-319-64283-3\_24},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/GolmohammadiZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BenyahiaLJZ17,
author = {Oualid Benyahia and
Christine Largeron and
Baptiste Jeudy and
Osmar R. Za{\"{\i}}ane},
editor = {Fabien Gandon and
Gilles Bisson},
title = {Un g{\'{e}}n{\'{e}}rateur de r{\'{e}}seaux dynamiques
attribu{\'{e}}s avec structure communautaire},
booktitle = {17{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2017, 24-27 Janvier 2017, Grenoble, France},
series = {{RNTI}},
volume = {{E-33}},
pages = {449--452},
publisher = {{\'{E}}ditions {RNTI}},
year = {2017},
url = {http://editions-rnti.fr/?inprocid=1002321},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BenyahiaLJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwl/PrabhakarSZ17,
author = {Sankalp Prabhakar and
Gerasimos Spanakis and
Osmar R. Za{\"{\i}}ane},
editor = {Haoran Xie and
Elvira Popescu and
Gerhard P. Hancke and
Baltasar Fern{\'{a}}ndez{-}Manj{\'{o}}n},
title = {Reciprocal Recommender System for Learners in Massive Open Online
Courses (MOOCs)},
booktitle = {Advances in Web-Based Learning - {ICWL} 2017 - 16th International
Conference, Cape Town, South Africa, September 20-22, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10473},
pages = {157--167},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66733-1\_17},
doi = {10.1007/978-3-319-66733-1\_17},
timestamp = {Wed, 13 Nov 2019 15:49:04 +0100},
biburl = {https://dblp.org/rec/conf/icwl/PrabhakarSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/SamuelZ17,
author = {Hamman W. Samuel and
Osmar R. Za{\"{\i}}ane},
editor = {Adi V. Gundlapalli and
Marie{-}Christine Jaulent and
Dongsheng Zhao},
title = {PubMedReco: {A} Real-Time Recommender System for PubMed Citations},
booktitle = {{MEDINFO} 2017: Precision Healthcare through Informatics - Proceedings
of the 16th World Congress on Medical and Health Informatics, Hangzhou,
China, 21-25 August 2017},
series = {Studies in Health Technology and Informatics},
volume = {245},
pages = {207--211},
publisher = {{IOS} Press},
year = {2017},
url = {https://doi.org/10.3233/978-1-61499-830-3-207},
doi = {10.3233/978-1-61499-830-3-207},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/SamuelZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CaoLYZZ17,
author = {Peng Cao and
Xiaoli Liu and
Jinzhu Yang and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Sparse Multi-kernel Based Multi-task Learning for Joint Prediction
of Clinical Scores and Biomarker Identification in Alzheimer's Disease},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10435},
pages = {195--202},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66179-7\_23},
doi = {10.1007/978-3-319-66179-7\_23},
timestamp = {Fri, 09 Apr 2021 18:52:06 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CaoLYZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BellingerSZJ17,
author = {Colin Bellinger and
Shiven Sharma and
Osmar R. Za{\"{\i}}ane and
Nathalie Japkowicz},
title = {Sampling a Longer Life: Binary versus One-class classification Revisited},
booktitle = {First International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017,
Skopje, Macedonia},
series = {Proceedings of Machine Learning Research},
volume = {74},
pages = {64--78},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v74/bellinger17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BellingerSZJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/JabbarZO17,
author = {Mohomed Shazan Mohomed Jabbar and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas},
editor = {Ahmed Seffah and
Birgit Penzenstadler and
Carina Alves and
Xin Peng},
title = {Discovering spatial contrast and common sets with statistically significant
co-location patterns},
booktitle = {Proceedings of the Symposium on Applied Computing, {SAC} 2017, Marrakech,
Morocco, April 3-7, 2017},
pages = {796--803},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3019612.3019665},
doi = {10.1145/3019612.3019665},
timestamp = {Wed, 01 Feb 2023 17:58:48 +0100},
biburl = {https://dblp.org/rec/conf/sac/JabbarZO17.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 = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiWZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustbus/SamuelZ17,
author = {Hamman Samuel and
Osmar R. Za{\"{\i}}ane},
editor = {Javier L{\'{o}}pez and
Simone Fischer{-}H{\"{u}}bner and
Costas Lambrinoudakis},
title = {Iron Mask: Trust-Preserving Anonymity on the Face of Stigmatization
in Social Networking Sites},
booktitle = {Trust, Privacy and Security in Digital Business - 14th International
Conference, TrustBus 2017, Lyon, France, August 30-31, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10442},
pages = {66--80},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64483-7\_5},
doi = {10.1007/978-3-319-64483-7\_5},
timestamp = {Thu, 29 Aug 2019 08:10:00 +0200},
biburl = {https://dblp.org/rec/conf/trustbus/SamuelZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/DriessensKSSYZ17,
author = {Kurt Driessens and
Irena Koprinska and
Olga C. Santos and
Evgueni N. Smirnov and
Kalina Yacef and
Osmar R. Za{\"{\i}}ane},
editor = {M{\'{a}}ria Bielikov{\'{a}} and
Eelco Herder and
Federica Cena and
Michel C. Desmarais},
title = {{UMAP} 2017 EdRecSys Workshop Organizers' Welcome {\&} Organization},
booktitle = {Adjunct Publication of the 25th Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2017, Bratislava, Slovakia, July 09 -
12, 2017},
pages = {125--127},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3099023.3099033},
doi = {10.1145/3099023.3099033},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/DriessensKSSYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdec/2017,
editor = {Rim Jallouli and
Osmar R. Za{\"{\i}}ane and
Mohamed Anis Bach Tobji and
Rym Srarfi Tabbane and
Anton Nijholt},
title = {Digital Economy. Emerging Technologies and Business Innovation - Second
International Conference, ICDEc 2017, Sidi Bou Said, Tunisia, May
4-6, 2017, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {290},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62737-3},
doi = {10.1007/978-3-319-62737-3},
isbn = {978-3-319-62736-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdec/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PrabhakarSZ17,
author = {Sankalp Prabhakar and
Gerasimos Spanakis and
Osmar R. Za{\"{\i}}ane},
title = {Reciprocal Recommender System for Learners in Massive Open Online
Courses (MOOCs)},
journal = {CoRR},
volume = {abs/1707.00331},
year = {2017},
url = {http://arxiv.org/abs/1707.00331},
eprinttype = {arXiv},
eprint = {1707.00331},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PrabhakarSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10555,
author = {Wenying Ji and
Simaan M. AbouRizk and
Osmar R. Za{\"{\i}}ane and
Yitong Li},
title = {A Hybrid Data Mining Approach for Product Complexity Analysis},
journal = {CoRR},
volume = {abs/1710.10555},
year = {2017},
url = {http://arxiv.org/abs/1710.10555},
eprinttype = {arXiv},
eprint = {1710.10555},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00006,
author = {Shangtong Zhang and
Osmar R. Za{\"{\i}}ane},
title = {Comparing Deep Reinforcement Learning and Evolutionary Methods in
Continuous Control},
journal = {CoRR},
volume = {abs/1712.00006},
year = {2017},
url = {http://arxiv.org/abs/1712.00006},
eprinttype = {arXiv},
eprint = {1712.00006},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/LiAJZOW16,
author = {Jundong Li and
Aibek Adilmagambetov and
Mohomed Shazan Mohomed Jabbar and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas and
Osnat Wine},
title = {On discovering co-location patterns in datasets: a case study of pollutants
and child cancers},
journal = {GeoInformatica},
volume = {20},
number = {4},
pages = {651--692},
year = {2016},
url = {https://doi.org/10.1007/s10707-016-0254-1},
doi = {10.1007/S10707-016-0254-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/LiAJZOW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TrabelsiZ16,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {Mining contentious documents},
journal = {Knowl. Inf. Syst.},
volume = {48},
number = {3},
pages = {537--560},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0888-6},
doi = {10.1007/S10115-015-0888-6},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TrabelsiZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JabbarZ16,
author = {Mohomed Shazan Mohomed Jabbar and
Osmar R. Za{\"{\i}}ane},
editor = {Richard Khoury and
Christopher Drummond},
title = {Learning Statistically Significant Contrast Sets},
booktitle = {Advances in Artificial Intelligence - 29th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2016, Victoria, BC, Canada,
May 31 - June 3, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9673},
pages = {237--242},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-34111-8\_29},
doi = {10.1007/978-3-319-34111-8\_29},
timestamp = {Thu, 28 Sep 2023 12:27:16 +0200},
biburl = {https://dblp.org/rec/conf/ai/JabbarZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AhmedSBZ16,
author = {Farrukh Ahmed and
Michele Samorani and
Colin Bellinger and
Osmar R. Za{\"{\i}}ane},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Advantage of integration in big data: Feature generation in multi-relational
databases for imbalanced learning},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {532--539},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840644},
doi = {10.1109/BIGDATA.2016.7840644},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/AhmedSBZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SamoraniAZ16,
author = {Michele Samorani and
Farrukh Ahmed and
Osmar R. Za{\"{\i}}ane},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Automatic generation of relational attributes: An application to product
returns},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1454--1463},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840753},
doi = {10.1109/BIGDATA.2016.7840753},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SamoraniAZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CaoLZZ16,
author = {Peng Cao and
Xiaoli Liu and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Ajith Abraham and
Abdelkrim Haqiq and
Adel M. Alimi and
Ghita Mezzour and
Nizar Rokbani and
Azah Kamilah Muda},
title = {Cost Sensitive Ranking Support Vector Machine for Multi-label Data
Learning},
booktitle = {Proceedings of the 16th International Conference on Hybrid Intelligent
Systems {(HIS} 2016), Marrakech, Morocco, November 21-23, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {552},
pages = {244--255},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-52941-7\_25},
doi = {10.1007/978-3-319-52941-7\_25},
timestamp = {Sun, 25 Oct 2020 22:33:25 +0100},
biburl = {https://dblp.org/rec/conf/his/CaoLZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CaoLZZ16a,
author = {Peng Cao and
Xiaoli Liu and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Ajith Abraham and
Abdelkrim Haqiq and
Adel M. Alimi and
Ghita Mezzour and
Nizar Rokbani and
Azah Kamilah Muda},
title = {Sparse Learning and Hybrid Probabilistic Oversampling for Alzheimer's
Disease Diagnosis},
booktitle = {Proceedings of the 16th International Conference on Hybrid Intelligent
Systems {(HIS} 2016), Marrakech, Morocco, November 21-23, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {552},
pages = {256--266},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-52941-7\_26},
doi = {10.1007/978-3-319-52941-7\_26},
timestamp = {Sat, 22 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/his/CaoLZZ16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/WongDZY16,
author = {Kai O. Wong and
Faith G. Davis and
Osmar R. Za{\"{\i}}ane and
Yutaka Yasui},
editor = {Ana L. N. Fred and
Jan L. G. Dietz and
David Aveiro and
Kecheng Liu and
Jorge Bernardino and
Joaquim Filipe},
title = {Sentiment Analysis of Breast Cancer Screening in the United States
using Twitter},
booktitle = {Proceedings of the 8th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management {(IC3K}
2016) - Volume 1: KDIR, Porto - Portugal, November 9 - 11, 2016},
pages = {265--274},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0006047102650274},
doi = {10.5220/0006047102650274},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/WongDZY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdec/MohajeriSZR16,
author = {Saeed Mohajeri and
Hamman W. Samuel and
Osmar R. Za{\"{\i}}ane and
Davood Rafiei},
editor = {Rim Jallouli and
Olfa Nasraoui and
Mohamed Anis Bach Tobji and
Rym Srarfi Tabbane and
Rhouma Rhouma},
title = {BubbleNet: An innovative exploratory search and summarization interface
with applicability in health social media},
booktitle = {International Conference on Digital Economy, ICDEc 2016, Carthage,
Tunisia, April 28-30, 2016},
pages = {37--44},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICDEC.2016.7563143},
doi = {10.1109/ICDEC.2016.7563143},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/icdec/MohajeriSZR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BenyahiaLJZ16,
author = {Oualid Benyahia and
Christine Largeron and
Baptiste Jeudy and
Osmar R. Za{\"{\i}}ane},
editor = {Bettina Berendt and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Gemma C. Garriga and
Pauli Miettinen and
Nikolaj Tatti and
Volker Tresp},
title = {DANCer: Dynamic Attributed Network with Community Structure Generator},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9853},
pages = {41--44},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46131-1\_9},
doi = {10.1007/978-3-319-46131-1\_9},
timestamp = {Mon, 16 Sep 2019 15:27:13 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BenyahiaLJZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AntonieZH16,
author = {Luiza Antonie and
Osmar R. Za{\"{\i}}ane and
Robert C. Holte},
editor = {Sascha Ossowski},
title = {Redundancy reduction: does it help associative classifiers?},
booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing,
Pisa, Italy, April 4-8, 2016},
pages = {867--874},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851613.2851649},
doi = {10.1145/2851613.2851649},
timestamp = {Tue, 06 Nov 2018 11:06:49 +0100},
biburl = {https://dblp.org/rec/conf/sac/AntonieZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RabbanyZ15,
author = {Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
title = {Generalization of clustering agreements and distances for overlapping
clusters and network communities},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {5},
pages = {1458--1485},
year = {2015},
url = {https://doi.org/10.1007/s10618-015-0426-x},
doi = {10.1007/S10618-015-0426-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RabbanyZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/TrabelsiZ15,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
title = {Extraction and clustering of arguing expressions in contentious text},
journal = {Data Knowl. Eng.},
volume = {100},
pages = {226--239},
year = {2015},
url = {https://doi.org/10.1016/j.datak.2015.05.004},
doi = {10.1016/J.DATAK.2015.05.004},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/TrabelsiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/AbnarTRZ15,
author = {Afra Abnar and
Mansoureh Takaffoli and
Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
title = {{SSRM:} structural social role mining for dynamic social networks},
journal = {Soc. Netw. Anal. Min.},
volume = {5},
number = {1},
pages = {56:1--56:18},
year = {2015},
url = {https://doi.org/10.1007/s13278-015-0292-y},
doi = {10.1007/S13278-015-0292-Y},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/AbnarTRZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/KimXZG15,
author = {Mi{-}Young Kim and
Ying Xu and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {Recognition of Patient-Related Named Entities in Noisy Tele-Health
Texts},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {6},
number = {4},
pages = {59:1--59:23},
year = {2015},
url = {https://doi.org/10.1145/2651444},
doi = {10.1145/2651444},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/KimXZG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiZ15,
author = {Jundong Li and
Osmar R. Za{\"{\i}}ane},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Associative Classification with Statistically Significant Positive
and Negative Rules},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {633--642},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806524},
doi = {10.1145/2806416.2806524},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GolmohammadiZ15,
author = {Koosha Golmohammadi and
Osmar R. Za{\"{\i}}ane},
title = {Time series contextual anomaly detection for detecting market manipulation
in stock market},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344856},
doi = {10.1109/DSAA.2015.7344856},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GolmohammadiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GasevicMPPSZ15,
author = {Dragan Gasevic and
Taylor Martin and
Zachary A. Pardos and
Mykola Pechenizkiy and
John C. Stamper and
Osmar R. Za{\"{\i}}ane},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Ethics and Privacy in {EDM}},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {13},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract13.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/GasevicMPPSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangZ15,
author = {Ren Wang and
Osmar R. Za{\"{\i}}ane},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Discovering Process in Curriculum Data to Provide Recommendation},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {580--581},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/poster580-581.pdf},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/WangZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RabbanyZ15,
author = {Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
editor = {Xiaoli Li and
Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Evaluation of Community Mining Algorithms in the Presence of Attributes},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam,
May 19-21, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9441},
pages = {152--163},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25660-3\_13},
doi = {10.1007/978-3-319-25660-3\_13},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/RabbanyZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simbig/Zaiane15,
author = {Osmar R. Za{\"{\i}}ane},
editor = {Juan Antonio Lossio{-}Ventura and
Hugo Alatrista{-}Salas},
title = {Rich Data: Risks, Issues, Controversies {\&} Hype},
booktitle = {Proceedings of the 2nd Annual International Symposium on Information
Management and Big Data - SIMBig 2015, Cusco, Peru, September 2-4,
2015},
series = {{CEUR} Workshop Proceedings},
volume = {1478},
pages = {21--24},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1478/ks5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:32 +0100},
biburl = {https://dblp.org/rec/conf/simbig/Zaiane15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/CaoYLZZ14,
author = {Peng Cao and
Jinzhu Yang and
Wei Li and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Ensemble-based hybrid probabilistic sampling for imbalanced data learning
in lung nodule {CAD}},
journal = {Comput. Medical Imaging Graph.},
volume = {38},
number = {3},
pages = {137--150},
year = {2014},
url = {https://doi.org/10.1016/j.compmedimag.2013.12.003},
doi = {10.1016/J.COMPMEDIMAG.2013.12.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/CaoYLZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/CaoZZ14,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Hybrid probabilistic sampling with random subspace for imbalanced
data learning},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1089--1108},
year = {2014},
url = {https://doi.org/10.3233/IDA-140686},
doi = {10.3233/IDA-140686},
timestamp = {Mon, 29 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/CaoZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/FagnanRTVZ14,
author = {Justin Fagnan and
Reihaneh Rabbany and
Mansoureh Takaffoli and
Eric Verbeek and
Osmar R. Za{\"{\i}}ane},
editor = {Xudong Luo and
Jeffrey Xu Yu and
Zhi Li},
title = {Community Dynamics: Event and Role Analysis in Social Network Analysis},
booktitle = {Advanced Data Mining and Applications - 10th International Conference,
{ADMA} 2014, Guilin, China, December 19-21, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8933},
pages = {85--97},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14717-8\_7},
doi = {10.1007/978-3-319-14717-8\_7},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/adma/FagnanRTVZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TakaffoliRZ14,
author = {Mansoureh Takaffoli and
Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Community evolution prediction in dynamic social networks},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {9--16},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921553},
doi = {10.1109/ASONAM.2014.6921553},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/TakaffoliRZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/FagnanZB14,
author = {Justin Fagnan and
Osmar R. Za{\"{\i}}ane and
Denilson Barbosa},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Using triads to identify local community structure in social networks},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {108--112},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921568},
doi = {10.1109/ASONAM.2014.6921568},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/FagnanZB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AbnarTRZ14,
author = {Afra Abnar and
Mansoureh Takaffoli and
Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {{SSRM:} Structural social role mining for dynamic social networks},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {289--296},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921599},
doi = {10.1109/ASONAM.2014.6921599},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/AbnarTRZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/c3s2e/QuinnZ14,
author = {Kevin Quinn and
Osmar R. Za{\"{\i}}ane},
editor = {Bipin C. Desai},
title = {Identifying Questions {\&} Requests in Conversation},
booktitle = {International C* Conference on Computer Science {\&} Software
Engineering, {C3S2E} '14, Montreal, QC, Canada - August 03 - 05, 2014},
pages = {10:1--10:6},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2641483.2641534},
doi = {10.1145/2641483.2641534},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/c3s2e/QuinnZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/LiZO14,
author = {Jundong Li and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas},
editor = {Ladjel Bellatreche and
Mukesh K. Mohania},
title = {Discovering Statistically Significant Co-location Rules in Datasets
with Extended Spatial Objects},
booktitle = {Data Warehousing and Knowledge Discovery - 16th International Conference,
DaWaK 2014, Munich, Germany, September 2-4, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8646},
pages = {124--135},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10160-6\_12},
doi = {10.1007/978-3-319-10160-6\_12},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/LiZO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GolmohammadiZD14,
author = {Koosha Golmohammadi and
Osmar R. Za{\"{\i}}ane and
David Diaz},
title = {Detecting stock market manipulation using supervised learning algorithms},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {435--441},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058109},
doi = {10.1109/DSAA.2014.7058109},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GolmohammadiZD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TrabelsiZ14,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Mining Contentious Documents Using an Unsupervised Topic Model Based
Approach},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {550--559},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.120},
doi = {10.1109/ICDM.2014.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TrabelsiZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldb/TrabelsiZ14,
author = {Amine Trabelsi and
Osmar R. Za{\"{\i}}ane},
editor = {Elisabeth M{\'{e}}tais and
Mathieu Roche and
Maguelonne Teisseire},
title = {A Joint Topic Viewpoint Model for Contention Analysis},
booktitle = {Natural Language Processing and Information Systems - 19th International
Conference on Applications of Natural Language to Information Systems,
{NLDB} 2014, Montpellier, France, June 18-20, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8455},
pages = {114--125},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07983-7\_16},
doi = {10.1007/978-3-319-07983-7\_16},
timestamp = {Thu, 14 Oct 2021 10:04:04 +0200},
biburl = {https://dblp.org/rec/conf/nldb/TrabelsiZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/AntonieLZ14,
author = {Luiza Antonie and
Jundong Li and
Osmar R. Za{\"{\i}}ane},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Negative Association Rules},
booktitle = {Frequent Pattern Mining},
pages = {135--145},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_6},
doi = {10.1007/978-3-319-07821-2\_6},
timestamp = {Mon, 05 Jun 2017 13:20:20 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/AntonieLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/RabbanyTFZC14,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Justin Fagnan and
Osmar R. Za{\"{\i}}ane and
Ricardo J. G. B. Campello},
title = {Relative Validity Criteria for Community Mining Algorithms},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1562--1576},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_356},
doi = {10.1007/978-1-4614-6170-8\_356},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/RabbanyTFZC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RabbanyZ14,
author = {Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
title = {Generalization of Clustering Agreements and Distances for Overlapping
Clusters and Network Communities},
journal = {CoRR},
volume = {abs/1412.2601},
year = {2014},
url = {http://arxiv.org/abs/1412.2601},
eprinttype = {arXiv},
eprint = {1412.2601},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RabbanyZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiAZOW14,
author = {Jundong Li and
Aibek Adilmagambetov and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas and
Osnat Wine},
title = {On Discovering Co-Location Patterns in Datasets: {A} Case Study of
Pollutants and Child Cancers},
journal = {CoRR},
volume = {abs/1412.7282},
year = {2014},
url = {http://arxiv.org/abs/1412.7282},
eprinttype = {arXiv},
eprint = {1412.7282},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiAZOW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/ZhangCGZ13,
author = {Jing Zhang and
Peng Cao and
Douglas P. Gross and
Osmar R. Za{\"{\i}}ane},
title = {On the application of multi-class classification in physical therapy
recommendation},
journal = {Health Inf. Sci. Syst.},
volume = {1},
number = {1},
pages = {15},
year = {2013},
url = {https://doi.org/10.1186/2047-2501-1-15},
doi = {10.1186/2047-2501-1-15},
timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hisas/ZhangCGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/RabbanyTFZC13,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Justin Fagnan and
Osmar R. Za{\"{\i}}ane and
Ricardo J. G. B. Campello},
title = {Communities validity: methodical evaluation of community mining algorithms},
journal = {Soc. Netw. Anal. Min.},
volume = {3},
number = {4},
pages = {1039--1062},
year = {2013},
url = {https://doi.org/10.1007/s13278-013-0132-x},
doi = {10.1007/S13278-013-0132-X},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/RabbanyTFZC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/WuHZ13,
author = {Lengdong Wu and
Hua He and
Osmar R. Za{\"{\i}}ane},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Utility Enhancement for Privacy Preserving Health Data Publishing},
booktitle = {Advanced Data Mining and Applications - 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8347},
pages = {311--322},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53917-6\_28},
doi = {10.1007/978-3-642-53917-6\_28},
timestamp = {Tue, 01 Feb 2022 13:00:44 +0100},
biburl = {https://dblp.org/rec/conf/adma/WuHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TakaffoliRZ13,
author = {Mansoureh Takaffoli and
Reihaneh Rabbany and
Osmar R. Za{\"{\i}}ane},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Incremental local community identification in dynamic social networks},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {90--94},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492633},
doi = {10.1145/2492517.2492633},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/TakaffoliRZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/RabZE13,
author = {Wessam Gad El Rab and
Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Biomedical text disambiguation using {UMLS}},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {943--947},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500251},
doi = {10.1145/2492517.2500251},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/RabZE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MohajeriEZR13,
author = {Saeed Mohajeri and
Afsaneh Esteki and
Osmar R. Za{\"{\i}}ane and
Davood Rafiei},
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {Innovative navigation of health discussion forums based on relationship
extraction and medical ontologies},
booktitle = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
pages = {13--14},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBM.2013.6732593},
doi = {10.1109/BIBM.2013.6732593},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/MohajeriEZR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/KimXZG13,
author = {Mi{-}Young Kim and
Ying Xu and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {Patient information extraction in noisy tele-health texts},
booktitle = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
pages = {326--329},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBM.2013.6732511},
doi = {10.1109/BIBM.2013.6732511},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/KimXZG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/CaoZZ13,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Pedro Pereira Rodrigues and
Mykola Pechenizkiy and
Jo{\~{a}}o Gama and
Ricardo Cruz{-}Correia and
Jiming Liu and
Agma J. M. Traina and
Peter J. F. Lucas and
Paolo Soda},
title = {Cost sensitive adaptive random subspace ensemble for computer-aided
nodule detection},
booktitle = {Proceedings of the 26th {IEEE} International Symposium on Computer-Based
Medical Systems, Porto, Portugal, June 20-22, 2013},
pages = {173--178},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CBMS.2013.6627784},
doi = {10.1109/CBMS.2013.6627784},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/CaoZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/WuHZ13,
author = {Lengdong Wu and
Hua He and
Osmar R. Za{\"{\i}}ane},
editor = {Pedro Pereira Rodrigues and
Mykola Pechenizkiy and
Jo{\~{a}}o Gama and
Ricardo Cruz{-}Correia and
Jiming Liu and
Agma J. M. Traina and
Peter J. F. Lucas and
Paolo Soda},
title = {Utility of privacy preservation for health data publishing},
booktitle = {Proceedings of the 26th {IEEE} International Symposium on Computer-Based
Medical Systems, Porto, Portugal, June 20-22, 2013},
pages = {510--511},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CBMS.2013.6627853},
doi = {10.1109/CBMS.2013.6627853},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/WuHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/AdilmagambetovZO13,
author = {Aibek Adilmagambetov and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas},
editor = {Ladjel Bellatreche and
Mukesh K. Mohania},
title = {Discovering Co-location Patterns in Datasets with Extended Spatial
Objects},
booktitle = {Data Warehousing and Knowledge Discovery - 15th International Conference,
DaWaK 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8057},
pages = {84--96},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40131-2\_8},
doi = {10.1007/978-3-642-40131-2\_8},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/AdilmagambetovZO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/CaoZZ13,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Measure oriented cost-sensitive {SVM} for 3D nodule detection},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {3981--3984},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6610417},
doi = {10.1109/EMBC.2013.6610417},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/CaoZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euspn/RabZE13,
author = {Wessam Gad El Rab and
Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj},
editor = {Elhadi M. Shakshuki},
title = {Analyzing the Impact of {UMLS} Relations on Word-sense Disambiguation
Accuracy},
booktitle = {The 4th International Conference on Emerging Ubiquitous Systems and
Pervasive Networks {(EUSPN-2013)} and the 3rd International Conference
on Current and Future Trends of Information and Communication Technologies
in Healthcare (ICTH), Niagara Falls, Ontario, Canada, October 21-24,
2013},
series = {Procedia Computer Science},
volume = {21},
pages = {295--301},
publisher = {Elsevier},
year = {2013},
url = {https://doi.org/10.1016/j.procs.2013.09.039},
doi = {10.1016/J.PROCS.2013.09.039},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/euspn/RabZE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/healthcom/RabZE13,
author = {Wessam Gad El Rab and
Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj},
title = {Unsupervised graph-based Word Sense Disambiguation of biomedical documents},
booktitle = {{IEEE} 15th International Conference on e-Health Networking, Applications
and Services, Healthcom 2013, Lisbon, Portugal, October 9-12, 2013},
pages = {649--652},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/HealthCom.2013.6720756},
doi = {10.1109/HEALTHCOM.2013.6720756},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/healthcom/RabZE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CaoZZ13,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Measure optimized cost-sensitive neural network ensemble for multiclass
imbalance data learning},
booktitle = {13th International Conference on Hybrid Intelligent Systems, {HIS}
2013, Gammarth, Tunisia, December 4-6, 2013},
pages = {35--40},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/HIS.2013.6920500},
doi = {10.1109/HIS.2013.6920500},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/his/CaoZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CaoLZZ13,
author = {Peng Cao and
Bo Li and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {A novel cost sensitive neural network ensemble for multiclass imbalance
data learning},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706980},
doi = {10.1109/IJCNN.2013.6706980},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CaoLZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CaoZZ13,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Measure optimized wrapper framework for multi-class imbalanced data
learning: An empirical study},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706979},
doi = {10.1109/IJCNN.2013.6706979},
timestamp = {Mon, 29 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/CaoZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangGZ13,
author = {Jing Zhang and
Douglas P. Gross and
Osmar R. Za{\"{\i}}ane},
editor = {Jiuyong Li and
Longbing Cao and
Can Wang and
Kay Chen Tan and
Bo Liu and
Jian Pei and
Vincent S. Tseng},
title = {On the Application of Multi-class Classification in Physical Therapy
Recommendation},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,
Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7867},
pages = {143--154},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40319-4\_13},
doi = {10.1007/978-3-642-40319-4\_13},
timestamp = {Sun, 25 Oct 2020 23:14:10 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiCZ13,
author = {Xiaoxiao Li and
Jiyang Chen and
Osmar R. Za{\"{\i}}ane},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Text Document Topical Recursive Clustering and Automatic Labeling
of a Hierarchy of Document Clusters},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {197--208},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_17},
doi = {10.1007/978-3-642-37456-2\_17},
timestamp = {Thu, 02 May 2024 20:50:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CaoZZ13,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {An Optimized Cost-Sensitive {SVM} for Imbalanced Data Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {280--292},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_24},
doi = {10.1007/978-3-642-37456-2\_24},
timestamp = {Mon, 29 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/CaoZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CaoZZ13a,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
editor = {Jiuyong Li and
Longbing Cao and
Can Wang and
Kay Chen Tan and
Bo Liu and
Jian Pei and
Vincent S. Tseng},
title = {A PSO-Based Cost-Sensitive Neural Network for Imbalanced Data Classification},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,
Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7867},
pages = {452--463},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40319-4\_39},
doi = {10.1007/978-3-642-40319-4\_39},
timestamp = {Mon, 29 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/CaoZZ13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2013-1,
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Advanced Data Mining and Applications, 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8346},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53914-5},
doi = {10.1007/978-3-642-53914-5},
isbn = {978-3-642-53913-8},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/2013-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2013-2,
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Advanced Data Mining and Applications - 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8347},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53917-6},
doi = {10.1007/978-3-642-53917-6},
isbn = {978-3-642-53916-9},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/2013-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ai/2013,
editor = {Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
title = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7884},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38457-8},
doi = {10.1007/978-3-642-38457-8},
isbn = {978-3-642-38456-1},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SpiliopoulouMNZ12,
author = {Myra Spiliopoulou and
Bamshad Mobasher and
Olfa Nasraoui and
Osmar R. Za{\"{\i}}ane},
title = {Guest editorial: special issue on a decade of mining the Web},
journal = {Data Min. Knowl. Discov.},
volume = {24},
number = {3},
pages = {473--477},
year = {2012},
url = {https://doi.org/10.1007/s10618-012-0257-y},
doi = {10.1007/S10618-012-0257-Y},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SpiliopoulouMNZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,
author = {Gabor Melli and
Xindong Wu and
Paul Beinat and
Francesco Bonchi and
Longbing Cao and
Rong Duan and
Christos Faloutsos and
Rayid Ghani and
Brendan Kitts and
Bart Goethals and
Geoffrey J. McLachlan and
Jian Pei and
Ashok Srivastava and
Osmar R. Za{\"{\i}}ane},
title = {Top-10 Data Mining Case Studies},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {11},
number = {2},
pages = {389--400},
year = {2012},
url = {https://doi.org/10.1142/S021962201240007X},
doi = {10.1142/S021962201240007X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/RabbanyTFZC12,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Justin Fagnan and
Osmar R. Za{\"{\i}}ane and
Ricardo J. G. B. Campello},
title = {Relative Validity Criteria for Community Mining Algorithms},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {258--265},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.52},
doi = {10.1109/ASONAM.2012.52},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/RabbanyTFZC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/SamuelZ12,
author = {Hamman W. Samuel and
Osmar R. Za{\"{\i}}ane},
title = {{PSST...} privacy, safety, security, and trust in health information
websites},
booktitle = {Proceedings of 2012 {IEEE-EMBS} International Conference on Biomedical
and Health Informatics, Hong Kong, China, January 5-7, 2012},
pages = {584--587},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/BHI.2012.6211650},
doi = {10.1109/BHI.2012.6211650},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/bhi/SamuelZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/SamuelZZ12,
author = {Hamman W. Samuel and
Osmar R. Za{\"{\i}}ane and
Jane Robertson Zaiane},
title = {Findability in health information websites},
booktitle = {Proceedings of 2012 {IEEE-EMBS} International Conference on Biomedical
and Health Informatics, Hong Kong, China, January 5-7, 2012},
pages = {709--712},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/BHI.2012.6211681},
doi = {10.1109/BHI.2012.6211681},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/SamuelZZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/ThapaZRS12,
author = {Chaman Thapa and
Osmar R. Za{\"{\i}}ane and
Davood Rafiei and
Arya M. Sharma},
editor = {Alfredo Cuzzocrea and
Umeshwar Dayal},
title = {Classifying Websites into Non-topical Categories},
booktitle = {Data Warehousing and Knowledge Discovery - 14th International Conference,
DaWaK 2012, Vienna, Austria, September 3-6, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7448},
pages = {364--377},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32584-7\_30},
doi = {10.1007/978-3-642-32584-7\_30},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/ThapaZRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JohnsonZ12,
author = {Stuart Johnson and
Osmar R. Za{\"{\i}}ane},
editor = {Kalina Yacef and
Osmar R. Za{\"{\i}}ane and
Arnon Hershkovitz and
Michael Yudelson and
John C. Stamper},
title = {Deciding on Feedback Polarity and Timing},
booktitle = {Proceedings of the 5th International Conference on Educational Data
Mining, Chania, Greece, June 19-21, 2012},
pages = {220--221},
publisher = {www.educationaldatamining.org},
year = {2012},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Posters/edm2012\_poster\_5.pdf},
timestamp = {Thu, 02 Jun 2022 10:23:43 +0200},
biburl = {https://dblp.org/rec/conf/edm/JohnsonZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eisic/GolmohammadiZ12,
author = {Koosha Golmohammadi and
Osmar R. Za{\"{\i}}ane},
editor = {Nasrullah Memon and
Daniel Zeng},
title = {Data Mining Applications for Fraud Detection in Securities Market},
booktitle = {2012 European Intelligence and Security Informatics Conference, {EISIC}
2012, Odense, Denmark, August 22-24, 2012},
pages = {107--114},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/EISIC.2012.51},
doi = {10.1109/EISIC.2012.51},
timestamp = {Tue, 16 May 2023 16:54:39 +0200},
biburl = {https://dblp.org/rec/conf/eisic/GolmohammadiZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/FagnanZG12,
author = {Justin Fagnan and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Ebad Banissi and
Stefan Bertschi and
Camilla Forsell and
Jimmy Johansson and
Sarah Kenderdine and
Francis T. Marchese and
Muhammad Sarfraz and
Liz J. Stuart and
Anna Ursyn and
Theodor G. Wyeld and
Hanane Azzag and
Mustapha Lebbah and
Gilles Venturini},
title = {Visualizing Community Centric Network Layouts},
booktitle = {16th International Conference on Information Visualisation, {IV} 2012,
Montpellier, France, July 11-13, 2012},
pages = {321--330},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/IV.2012.61},
doi = {10.1109/IV.2012.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/FagnanZG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HooshSadatZ12,
author = {Metanat HooshSadat and
Osmar R. Za{\"{\i}}ane},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {An Associative Classifier for Uncertain Datasets},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {342--353},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_29},
doi = {10.1007/978-3-642-30217-6\_29},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HooshSadatZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2012,
editor = {Kalina Yacef and
Osmar R. Za{\"{\i}}ane and
Arnon Hershkovitz and
Michael Yudelson and
John C. Stamper},
title = {Proceedings of the 5th International Conference on Educational Data
Mining, Chania, Greece, June 19-21, 2012},
publisher = {www.educationaldatamining.org},
year = {2012},
url = {https://educationaldatamining.org/EDM2012/uploads/procs/EDM\_2012\_proceedings.pdf},
isbn = {978-1-74210-276-4},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/FossZ11,
author = {Andrew Foss and
Osmar R. Za{\"{\i}}ane},
title = {Class separation through variance: a new application of outlier detection},
journal = {Knowl. Inf. Syst.},
volume = {29},
number = {3},
pages = {565--596},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0347-3},
doi = {10.1007/S10115-010-0347-3},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/FossZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WangYYZP11,
author = {Chonghai Wang and
Li{-}Yan Yuan and
Jia{-}Huai You and
Osmar R. Za{\"{\i}}ane and
Jian Pei},
title = {On Pruning for Top-K Ranking in Uncertain Databases},
journal = {Proc. {VLDB} Endow.},
volume = {4},
number = {10},
pages = {598--609},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p598-wang.pdf},
doi = {10.14778/2021017.2021018},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/WangYYZP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/RabbanyTZ11,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Osmar R. Za{\"{\i}}ane},
title = {Social network analysis and mining to support the assessment of on-line
student participation},
journal = {{SIGKDD} Explor.},
volume = {13},
number = {2},
pages = {20--29},
year = {2011},
url = {https://doi.org/10.1145/2207243.2207247},
doi = {10.1145/2207243.2207247},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/RabbanyTZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/LiuGKZ11,
author = {Yifeng Liu and
Zhaochen Guo and
Xiaodi Ke and
Osmar R. Za{\"{\i}}ane},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {Protein subcellular localization prediction with associative classification
and multi-class {SVM}},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {493--495},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147880},
doi = {10.1145/2147805.2147880},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/LiuGKZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/c3s2e/HooshSadatSPZ11,
author = {Metanat HooshSadat and
Hamman W. Samuel and
Sonal Patel and
Osmar R. Za{\"{\i}}ane},
editor = {Bipin C. Desai and
Alain Abran and
Sudhir P. Mudur},
title = {Fastest association rule mining algorithm predictor {(FARM-AP)}},
booktitle = {Fourth International C* Conference on Computer Science {\&} Software
Engineering, {C3S2E} 2011, Montreal, Quebec, Canada, May 16-18, 2011,
Proceedings},
pages = {43--50},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1992896.1992902},
doi = {10.1145/1992896.1992902},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/c3s2e/HooshSadatSPZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cason/TakaffoliFSZ11,
author = {Mansoureh Takaffoli and
Justin Fagnan and
Farzad Sangi and
Osmar R. Za{\"{\i}}ane},
title = {Tracking changes in dynamic information networks},
booktitle = {International Conference on Computational Aspects of Social Networks,
CASoN 2011, Salamanca, Spain, October 19-21, 2011},
pages = {94--101},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CASON.2011.6085925},
doi = {10.1109/CASON.2011.6085925},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cason/TakaffoliFSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/GolmohammadiSZ11,
author = {Koosha Golmohammadi and
Michael Smit and
Osmar R. Za{\"{\i}}ane},
editor = {Alfredo Cuzzocrea and
Umeshwar Dayal},
title = {Learning Actions in Complex Software Systems},
booktitle = {Data Warehousing and Knowledge Discovery - 13th International Conference,
DaWaK 2011, Toulouse, France, August 29-September 2,2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6862},
pages = {367--381},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23544-3\_28},
doi = {10.1007/978-3-642-23544-3\_28},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/GolmohammadiSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RabbanyTZ11,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Osmar R. Za{\"{\i}}ane},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Analyzing Participation of Students in Online Courses Using Social
Network Analysis Techniques},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {21--30},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper20\_full\_Rabbany.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/RabbanyTZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhorasganiZ11,
author = {Reihaneh Rabbany Khorasgani and
Osmar R. Za{\"{\i}}ane},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {A Diffusion of Innovation-Based Closeness Measure for Network Associations},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {381--388},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.12},
doi = {10.1109/ICDMW.2011.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KhorasganiZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/SamuelZ11,
author = {Hamman W. Samuel and
Osmar R. Za{\"{\i}}ane},
editor = {Eleni Stroulia and
Kevin Sullivan},
title = {{HCMS:} conceptual description of a health content management system},
booktitle = {Proceedings of the 3rd Workshop on Software Engineering in Health
Care, {SEHC} 2011, Waikiki, Honolulu, HI, USA, May 22-23, 2011},
pages = {17--23},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1987993.1988000},
doi = {10.1145/1987993.1988000},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/SamuelZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/TakaffoliSFZ11,
author = {Mansoureh Takaffoli and
Farzad Sangi and
Justin Fagnan and
Osmar R. Za{\"{\i}}ane},
editor = {Lada A. Adamic and
Ricardo Baeza{-}Yates and
Scott Counts},
title = {{MODEC} - Modeling and Detecting Evolutions of Communities},
booktitle = {Proceedings of the Fifth International Conference on Weblogs and Social
Media, Barcelona, Catalonia, Spain, July 17-21, 2011},
publisher = {The {AAAI} Press},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2853},
timestamp = {Fri, 05 Feb 2021 11:07:12 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/TakaffoliSFZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ShiZHLZ11,
author = {Xiaoyu Shi and
Dahua Zeng and
Yu Hu and
Guohui Lin and
Osmar R. Za{\"{\i}}ane},
title = {Enhancement of incremental design for FPGAs using circuit similarity},
booktitle = {Proceedings of the 12th International Symposium on Quality Electronic
Design, {ISQED} 2011, Santa Clara, California, USA, 14-16 March 2011},
pages = {243--250},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISQED.2011.5770732},
doi = {10.1109/ISQED.2011.5770732},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ShiZHLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wse/KhorasganiSZ11,
author = {Reihaneh Rabbany Khorasgani and
Eleni Stroulia and
Osmar R. Za{\"{\i}}ane},
editor = {Holger M. Kienle and
Davide Bolchini and
Porfirio Tramontana},
title = {Web service matching for RESTful web services},
booktitle = {13th {IEEE} International Symposium on Web Systems Evolution, {WSE}
2011, Williamsburg, VA, USA, September 30, 2011},
pages = {115--124},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WSE.2011.6081829},
doi = {10.1109/WSE.2011.6081829},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/wse/KhorasganiSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2011,
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6135855/proceeding},
isbn = {978-0-7695-4408-3},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2011w,
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6136510/proceeding},
isbn = {978-0-7695-4409-0},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2011w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/OliveiraZ10,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
title = {Privacy Preserving Clustering by Data Transformation},
journal = {J. Inf. Data Manag.},
volume = {1},
number = {1},
pages = {37--52},
year = {2010},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/940},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/OliveiraZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/OliveiraZ10a,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
title = {Revisiting "Privacy Preserving Clustering by Data Transformation"},
journal = {J. Inf. Data Manag.},
volume = {1},
number = {1},
pages = {53--56},
year = {2010},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/941},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/OliveiraZ10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/KimDZG10,
author = {Mi{-}Young Kim and
Qing Dou and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Aidong Zhang and
Mark Borodovsky and
Gultekin {\"{O}}zsoyoglu and
Armin R. Mikler},
title = {Unsupervised mapping of sentences to biomedical concepts based on
integrated information retrieval model and clustering},
booktitle = {Proceedings of the First {ACM} International Conference on Bioinformatics
and Computational Biology, {BCB} 2010, Niagara Falls, NY, USA, August
2-4, 2010},
pages = {322--329},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1854776.1854820},
doi = {10.1145/1854776.1854820},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/KimDZG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/KimZG10,
author = {Mi{-}Young Kim and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {Natural Language Watermarking Based on Syntactic Displacement and
Morphological Division},
booktitle = {Workshop Proceedings of the 34th Annual {IEEE} International Computer
Software and Applications Conference, {COMPSAC} Workshops 2010, Seoul,
Korea, 19-23 July 2010},
pages = {164--169},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/COMPSACW.2010.37},
doi = {10.1109/COMPSACW.2010.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/KimZG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/DengZ10,
author = {Kang Deng and
Osmar R. Za{\"{\i}}ane},
editor = {Torben Bach Pedersen and
Mukesh K. Mohania and
A Min Tjoa},
title = {An Occurrence Based Approach to Mine Emerging Sequences},
booktitle = {Data Warehousing and Knowledge Discovery, 12th International Conference,
{DAWAK} 2010, Bilbao, Spain, August/September 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6263},
pages = {275--284},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15105-7\_22},
doi = {10.1007/978-3-642-15105-7\_22},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/DengZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpt/ShiZHLZ10,
author = {Xiaoyu Shi and
Dahua Zeng and
Yu Hu and
Guohui Lin and
Osmar R. Za{\"{\i}}ane},
editor = {Jinian Bian and
Qiang Zhou and
Peter Athanas and
Yajun Ha and
Kang Zhao},
title = {Accelerating {FPGA} design space exploration using circuit similarity-based
placement},
booktitle = {Proceedings of the International Conference on Field-Programmable
Technology, {FPT} 2010, 8-10 December 2010, Tsinghua University, Beijing,
China},
pages = {373--376},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FPT.2010.5681424},
doi = {10.1109/FPT.2010.5681424},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fpt/ShiZHLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenFGRSTVZ10,
author = {Jiyang Chen and
Justin Fagnan and
Randy Goebel and
Reihaneh Rabbany and
Farzad Sangi and
Mansoureh Takaffoli and
Eric Verbeek and
Osmar R. Za{\"{\i}}ane},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Meerkat: Community Mining with Dynamic Social Networks},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1377--1380},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.40},
doi = {10.1109/ICDMW.2010.40},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenFGRSTVZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/SamuelZS10,
author = {Hamman W. Samuel and
Osmar R. Za{\"{\i}}ane and
Dick Sobsey},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {Towards a definition of health informatics ethics},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {257--264},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883029},
doi = {10.1145/1882992.1883029},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ihi/SamuelZS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HeraviZ10,
author = {Mojdeh Jalali Heravi and
Osmar R. Za{\"{\i}}ane},
editor = {Sung Y. Shin and
Sascha Ossowski and
Michael Schumacher and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {A study on interestingness measures for associative classifiers},
booktitle = {Proceedings of the 2010 {ACM} Symposium on Applied Computing (SAC),
Sierre, Switzerland, March 22-26, 2010},
pages = {1039--1046},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1774088.1774306},
doi = {10.1145/1774088.1774306},
timestamp = {Sun, 02 Jun 2019 21:18:37 +0200},
biburl = {https://dblp.org/rec/conf/sac/HeraviZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/ChengSMZ10,
author = {Dean Cheng and
John Sheldon and
Marcelo Marcet{-}Palacios and
Osmar R. Za{\"{\i}}ane},
editor = {Sung Y. Shin and
Sascha Ossowski and
Michael Schumacher and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {{PROM-OOGLE:} data mining and integration of on-line databases to
discover gene promoters},
booktitle = {Proceedings of the 2010 {ACM} Symposium on Applied Computing (SAC),
Sierre, Switzerland, March 22-26, 2010},
pages = {1547--1551},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1774088.1774420},
doi = {10.1145/1774088.1774420},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/ChengSMZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/anis/ChenZSG10,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
J{\"{o}}rg Sander and
Randy Goebel},
editor = {Nasrullah Memon and
Jennifer Jie Xu and
David L. Hicks and
Hsinchun Chen},
title = {{ONDOCS:} Ordering Nodes to Detect Overlapping Community Structure},
booktitle = {Data Mining for Social Network Data},
series = {Annals of Information Systems},
volume = {12},
pages = {125--148},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6287-4\_8},
doi = {10.1007/978-1-4419-6287-4\_8},
timestamp = {Thu, 07 Dec 2023 20:38:40 +0100},
biburl = {https://dblp.org/rec/series/anis/ChenZSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/ChenZG10,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Nasrullah Memon and
Reda Alhajj},
title = {Detecting Communities in Social Networks Using Local Information},
booktitle = {From Sociology to Computing in Social Networks - Theory, Foundations
and Applications},
series = {Lecture Notes in Social Networks},
volume = {1},
pages = {197--214},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-7091-0294-7\_11},
doi = {10.1007/978-3-7091-0294-7\_11},
timestamp = {Tue, 16 May 2017 14:24:38 +0200},
biburl = {https://dblp.org/rec/series/lnsn/ChenZG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/FanZFW09,
author = {Hongqin Fan and
Osmar R. Za{\"{\i}}ane and
Andrew Foss and
Junfeng Wu},
title = {Resolution-based outlier factor: detecting the top- \emph{n} most
outlying data points in engineering data},
journal = {Knowl. Inf. Syst.},
volume = {19},
number = {1},
pages = {31--51},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0145-3},
doi = {10.1007/S10115-008-0145-3},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/FanZFW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PereraKKYZ09,
author = {Dilhan Perera and
Judy Kay and
Irena Koprinska and
Kalina Yacef and
Osmar R. Za{\"{\i}}ane},
title = {Clustering and Sequential Pattern Mining of Online Collaborative Learning
Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {6},
pages = {759--772},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.138},
doi = {10.1109/TKDE.2008.138},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PereraKKYZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ChenZG09,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Nasrullah Memon and
Reda Alhajj},
title = {Local Community Identification in Social Networks},
booktitle = {2009 International Conference on Advances in Social Network Analysis
and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},
pages = {237--242},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ASONAM.2009.14},
doi = {10.1109/ASONAM.2009.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ChenZG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ChenZG09a,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Nasrullah Memon and
Reda Alhajj},
title = {A Visual Data Mining Approach to Find Overlapping Communities in Networks},
booktitle = {2009 International Conference on Advances in Social Network Analysis
and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},
pages = {338--343},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ASONAM.2009.15},
doi = {10.1109/ASONAM.2009.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ChenZG09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cason/ChenZG09,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Ajith Abraham and
V{\'{a}}clav Sn{\'{a}}sel and
Katarzyna Wegrzyn{-}Wolska},
title = {Detecting Communities in Large Networks by Iterative Local Expansion},
booktitle = {International Conference on Computational Aspects of Social Networks,
CASoN 2009, Fontainebleau, France, 24-27 June 2009},
pages = {105--112},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CASoN.2009.29},
doi = {10.1109/CASON.2009.29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cason/ChenZG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/DengZ09,
author = {Kang Deng and
Osmar R. Za{\"{\i}}ane},
editor = {Jo{\~{a}}o Gama and
V{\'{\i}}tor Santos Costa and
Al{\'{\i}}pio M{\'{a}}rio Jorge and
Pavel Brazdil},
title = {Contrasting Sequence Groups by Emerging Sequences},
booktitle = {Discovery Science, 12th International Conference, {DS} 2009, Porto,
Portugal, October 3-5, 2009},
series = {Lecture Notes in Computer Science},
volume = {5808},
pages = {377--384},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04747-3\_29},
doi = {10.1007/978-3-642-04747-3\_29},
timestamp = {Mon, 30 Nov 2020 08:47:30 +0100},
biburl = {https://dblp.org/rec/conf/dis/DengZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FossZZ09,
author = {Andrew Foss and
Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Unsupervised Class Separation of Multivariate Data through Cumulative
Variance-Based Ranking},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {139--148},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.17},
doi = {10.1109/ICDM.2009.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FossZZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenZG09,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {Detecting Communities in Social Networks Using Max-Min Modularity},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {978--989},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.84},
doi = {10.1137/1.9781611972795.84},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenZG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LeeZPHG08,
author = {Chi{-}Hoon Lee and
Osmar R. Za{\"{\i}}ane and
Ho{-}Hyun Park and
Jiayuan Huang and
Russell Greiner},
title = {Clustering high dimensional data: {A} graph-based relaxed optimization
approach},
journal = {Inf. Sci.},
volume = {178},
number = {23},
pages = {4501--4511},
year = {2008},
url = {https://doi.org/10.1016/j.ins.2008.05.014},
doi = {10.1016/J.INS.2008.05.014},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LeeZPHG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/NasraouiSZSM08,
author = {Olfa Nasraoui and
Myra Spiliopoulou and
Osmar R. Za{\"{\i}}ane and
Jaideep Srivastava and
Bamshad Mobasher},
title = {WebKDD 2008: 10 years of knowledge discovery on the web post-workshop
report},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {2},
pages = {78--83},
year = {2008},
url = {https://doi.org/10.1145/1540276.1540299},
doi = {10.1145/1540276.1540299},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/NasraouiSZSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Zaiane08,
author = {Osmar R. Za{\"{\i}}ane},
editor = {Fabrice Guillet and
Brigitte Trousse},
title = {Le forage de r{\'{e}}seaux sociaux},
booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-11}},
pages = {3},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2008},
url = {http://editions-rnti.fr/?inprocid=1000549},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Zaiane08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JazayeriZ08,
author = {S. Vahid Jazayeri and
Osmar R. Za{\"{\i}}ane},
title = {Plant Protein Localization Using Discriminative and Frequent Partition-Based
Subsequences},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {228--237},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.130},
doi = {10.1109/ICDMW.2008.130},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JazayeriZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FossZ08,
author = {Andrew Foss and
Osmar R. Za{\"{\i}}ane},
title = {Estimating True and False Positive Rates in Higher Dimensional Problems
and Its Data Mining Applications},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {673--681},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.38},
doi = {10.1109/ICDMW.2008.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FossZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/ChodosZ08,
author = {David Chodos and
Osmar R. Za{\"{\i}}ane},
title = {{ARC-UI:} Visualization Tool for Associative Classifiers},
booktitle = {12th International Conference on Information Visualisation, {IV} 2008,
8-11 July 2008, London, {UK}},
pages = {296--301},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/IV.2008.35},
doi = {10.1109/IV.2008.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/ChodosZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/ChenZG08,
author = {Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {An Unsupervised Approach to Cluster Web Search Results Based on Word
Sense Communities},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {725--729},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.24},
doi = {10.1109/WIIAT.2008.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/ChenZG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/OliveiraZ07,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
title = {A privacy-preserving clustering approach toward secure and effective
data analysis for business collaboration},
journal = {Comput. Secur.},
volume = {26},
number = {1},
pages = {81--93},
year = {2007},
url = {https://doi.org/10.1016/j.cose.2006.08.003},
doi = {10.1016/J.COSE.2006.08.003},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/OliveiraZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisp/OliveiraZ07,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
title = {Privacy-Preserving Clustering to Uphold Business Collaboration: {A}
Dimensionality Reduction Based Transformation Approach},
journal = {Int. J. Inf. Secur. Priv.},
volume = {1},
number = {2},
pages = {13--36},
year = {2007},
url = {https://doi.org/10.4018/jisp.2007040102},
doi = {10.4018/JISP.2007040102},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisp/OliveiraZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/El-HajjCZG07,
author = {Mohammad El{-}Hajj and
Jiyang Chen and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Mehmet A. Orgun and
John Thornton},
title = {Constraint-Based Mining of Web Page Associations},
booktitle = {{AI} 2007: Advances in Artificial Intelligence, 20th Australian Joint
Conference on Artificial Intelligence, Gold Coast, Australia, December
2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4830},
pages = {315--326},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76928-6\_33},
doi = {10.1007/978-3-540-76928-6\_33},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/El-HajjCZG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/SatsangiZ07,
author = {Amit Satsangi and
Osmar R. Za{\"{\i}}ane},
editor = {Bipin C. Desai and
Ken Barker},
title = {Contrasting the Contrast Sets: An Alternative Approach},
booktitle = {Eleventh International Database Engineering and Applications Symposium
{(IDEAS} 2007), September 6-8, 2007, Banff, Alberta, Canada},
pages = {114--119},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/IDEAS.2007.4318095},
doi = {10.1109/IDEAS.2007.4318095},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/SatsangiZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/SrivastavaZA07,
author = {Abhishek Srivastava and
Osmar R. Za{\"{\i}}ane and
Maria{-}Luiza Antonie},
editor = {Bipin C. Desai and
Ken Barker},
title = {Feature Space Enrichment by Incorporation of Implicit Features for
Effective Classification},
booktitle = {Eleventh International Database Engineering and Applications Symposium
{(IDEAS} 2007), September 6-8, 2007, Banff, Alberta, Canada},
pages = {141--148},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/IDEAS.2007.4318098},
doi = {10.1109/IDEAS.2007.4318098},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/SrivastavaZA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/ChenZTHZG07,
author = {Jiyang Chen and
Tong Zheng and
William Thorne and
Daniel Huntley and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {Visualizing Web Navigation Data with Polygon Graphs},
booktitle = {11th International Conference on Information Visualisation, {IV} 2007,
2-6 July 2007, Z{\"{u}}rich, Switzerland},
pages = {232--237},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/IV.2007.139},
doi = {10.1109/IV.2007.139},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/ChenZTHZG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/ChenZTZG07,
author = {Jiyang Chen and
Tong Zheng and
William Thorne and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
title = {Visual Data Mining of Web Navigational Data},
booktitle = {11th International Conference on Information Visualisation, {IV} 2007,
2-6 July 2007, Z{\"{u}}rich, Switzerland},
pages = {649--656},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/IV.2007.123},
doi = {10.1109/IV.2007.123},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/ChenZTZG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZaianeCG07,
author = {Osmar R. Za{\"{\i}}ane and
Jiyang Chen and
Randy Goebel},
editor = {Haizheng Zhang and
Myra Spiliopoulou and
Bamshad Mobasher and
C. Lee Giles and
Andrew McCallum and
Olfa Nasraoui and
Jaideep Srivastava and
John Yen},
title = {Mining Research Communities in Bibliographical Data},
booktitle = {Advances in Web Mining and Web Usage Analysis, 9th International Workshop
on Knowledge Discovery on the Web, WebKDD 2007, and 1st International
Workshop on Social Networks Analysis, {SNA-KDD} 2007, San Jose, CA,
USA, August 12-15, 2007. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {5439},
pages = {59--76},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-642-00528-2\_4},
doi = {10.1007/978-3-642-00528-2\_4},
timestamp = {Sun, 25 Oct 2020 22:35:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZaianeCG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2007,
editor = {Reda Alhajj and
Hong Gao and
Xue Li and
Jianzhong Li and
Osmar R. Za{\"{\i}}ane},
title = {Advanced Data Mining and Applications, Third International Conference,
{ADMA} 2007, Harbin, China, August 6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4632},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73871-8},
doi = {10.1007/978-3-540-73871-8},
isbn = {978-3-540-73870-1},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/El-HajjZ06,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
title = {Parallel Bifold: Large-scale parallel pattern mining with constraints},
journal = {Distributed Parallel Databases},
volume = {20},
number = {3},
pages = {225--243},
year = {2006},
url = {https://doi.org/10.1007/s10619-006-0445-0},
doi = {10.1007/S10619-006-0445-0},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dpd/El-HajjZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/OliveiraZ06,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
title = {A unified framework for protecting sensitive association rules in
business collaboration},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {1},
number = {3},
pages = {247--287},
year = {2006},
url = {https://doi.org/10.1504/IJBIDM.2006.009135},
doi = {10.1504/IJBIDM.2006.009135},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/OliveiraZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/MelliZK06,
author = {Gabor Melli and
Osmar R. Za{\"{\i}}ane and
Brendan Kitts},
title = {Introduction to the special issue on successful real-world data mining
applications},
journal = {{SIGKDD} Explor.},
volume = {8},
number = {1},
pages = {1--2},
year = {2006},
url = {https://doi.org/10.1145/1147234.1147235},
doi = {10.1145/1147234.1147235},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/MelliZK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AntonieZH06,
author = {Maria{-}Luiza Antonie and
Osmar R. Za{\"{\i}}ane and
Robert C. Holte},
title = {Learning to Use a Learned Model: {A} Two-Stage Approach to Classification},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {33--42},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.97},
doi = {10.1109/ICDM.2006.97},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AntonieZH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PeiZG06,
author = {Yaling Pei and
Osmar R. Za{\"{\i}}ane and
Yong Gao},
title = {An Efficient Reference-Based Approach to Outlier Detection in Large
Datasets},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {478--487},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.17},
doi = {10.1109/ICDM.2006.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PeiZG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/El-HajjZ06,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
title = {Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed
Environment},
booktitle = {12th International Conference on Parallel and Distributed Systems,
{ICPADS} 2006, Minneapolis, Minnesota, USA, July 12-15, 2006},
pages = {135--142},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPADS.2006.77},
doi = {10.1109/ICPADS.2006.77},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpads/El-HajjZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZaianeWGT06,
author = {Osmar R. Za{\"{\i}}ane and
Yang Wang and
Randy Goebel and
Gregory J. Taylor},
editor = {Jinyan Li and
Qiang Yang and
Ah{-}Hwee Tan},
title = {Frequent Subsequence-Based Protein Localization},
booktitle = {Data Mining for Biomedical Applications, {PAKDD} 2006 Workshop, BioDM
2006, Singapore, April 9, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3916},
pages = {35--47},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11691730\_5},
doi = {10.1007/11691730\_5},
timestamp = {Wed, 07 Apr 2021 15:15:53 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZaianeWGT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FanZFW06,
author = {Hongqin Fan and
Osmar R. Za{\"{\i}}ane and
Andrew Foss and
Junfeng Wu},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {A Nonparametric Outlier Detection for Effectively Discovering Top-N
Outliers from Engineering Data},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {557--566},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_66},
doi = {10.1007/11731139\_66},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FanZFW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeGZ06,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Osmar R. Za{\"{\i}}ane},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Efficient Spatial Classification Using Decoupled Conditional Random
Fields},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {272--283},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_28},
doi = {10.1007/11871637\_28},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeeGZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2006,
editor = {Xue Li and
Osmar R. Za{\"{\i}}ane and
Zhanhuai Li},
title = {Advanced Data Mining and Applications, Second International Conference,
{ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4093},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11811305},
doi = {10.1007/11811305},
isbn = {3-540-37025-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2005web,
editor = {Olfa Nasraoui and
Osmar R. Za{\"{\i}}ane and
Myra Spiliopoulou and
Bamshad Mobasher and
Brij M. Masand and
Philip S. Yu},
title = {Advances in Web Mining and Web Usage Analysis, 7th International Workshop
on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA,
August 21, 2005. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {4198},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11891321},
doi = {10.1007/11891321},
isbn = {3-540-46346-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2005web.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdim/El-HajjZ05,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
title = {{YAFIMA:} Yet Another Frequent Itemset Mining Algorithm},
journal = {J. Digit. Inf. Manag.},
volume = {3},
number = {4},
pages = {244--249},
year = {2005},
url = {http://www.dirf.org/jdim/abstractv3i4.htm\#08},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdim/El-HajjZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/NasraouiZSMMY05,
author = {Olfa Nasraoui and
Osmar R. Za{\"{\i}}ane and
Myra Spiliopoulou and
Bamshad Mobasher and
Brij M. Masand and
Philip S. Yu},
title = {WebKDD 2005: web mining and web usage analysis post-workshop report},
journal = {{SIGKDD} Explor.},
volume = {7},
number = {2},
pages = {139--142},
year = {2005},
url = {https://doi.org/10.1145/1117454.1117475},
doi = {10.1145/1117454.1117475},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/NasraouiZSMMY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Zaiane05,
author = {Osmar R. Za{\"{\i}}ane},
editor = {Xue Li and
Shuliang Wang and
Zhao Yang Dong},
title = {Relevance of Counting in Data Mining Tasks},
booktitle = {Advanced Data Mining and Applications, First International Conference,
{ADMA} 2005, Wuhan, China, July 22-24, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3584},
pages = {14--18},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527503\_4},
doi = {10.1007/11527503\_4},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/adma/Zaiane05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/El-HajjZ05,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
editor = {Xue Li and
Shuliang Wang and
Zhao Yang Dong},
title = {Finding All Frequent Patterns Starting from the Closure},
booktitle = {Advanced Data Mining and Applications, First International Conference,
{ADMA} 2005, Wuhan, China, July 22-24, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3584},
pages = {67--74},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527503\_10},
doi = {10.1007/11527503\_10},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/El-HajjZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/El-HajjZ05,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
editor = {Shichao Zhang and
Ray Jarvis},
title = {Mining with Constraints by Pruning and Avoiding Ineffectual Processing},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {1001--1004},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_129},
doi = {10.1007/11589990\_129},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/El-HajjZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZaianeELL05,
author = {Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj and
Yi Li and
Stella Luk},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {Scrutinizing Frequent Pattern Discovery Performance},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {1109--1110},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.127},
doi = {10.1109/ICDE.2005.127},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZaianeELL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/El-HajjZN05,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane and
Paul Nalos},
title = {Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone
Checking},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {146--153},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.35},
doi = {10.1109/ICDM.2005.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/El-HajjZN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZaianeE05,
author = {Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Pattern lattice traversal by selective jumps},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {729--735},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081964},
doi = {10.1145/1081870.1081964},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZaianeE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/ZaianeA05,
author = {Osmar R. Za{\"{\i}}ane and
Maria{-}Luiza Antonie},
editor = {Rajiv Khosla and
Robert J. Howlett and
Lakhmi C. Jain},
title = {On Pruning and Tuning Rules for Associative Classifiers},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 9th
International Conference, {KES} 2005, Melbourne, Australia, September
14-16, 2005, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3683},
pages = {966--973},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11553939\_136},
doi = {10.1007/11553939\_136},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/kes/ZaianeA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RakSZA05,
author = {Rafal Rak and
Wojciech Stach and
Osmar R. Za{\"{\i}}ane and
Maria{-}Luiza Antonie},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {Considering Re-occurring Features in Associative Classifiers},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {240--248},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_30},
doi = {10.1007/11430919\_30},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/RakSZA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/WangZGSBWST04,
author = {Yang Wang and
Osmar R. Za{\"{\i}}ane and
Randy Goebel and
Jennafer L. Southron and
Urmila Basu and
Randy M. Whittal and
Julie L. Stephens and
Gregory J. Taylor},
title = {Developing a Database for Proteomic Analysis of Extracytosolic Plant
Proteins},
booktitle = {15th International Workshop on Database and Expert Systems Applications
{(DEXA} 2004), with CD-ROM, 30 August - 3 September 2004, Zaragoza,
Spain},
pages = {366--370},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/DEXA.2004.1333501},
doi = {10.1109/DEXA.2004.1333501},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/WangZGSBWST04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/AntonieZ04,
author = {Maria{-}Luiza Antonie and
Osmar R. Za{\"{\i}}ane},
editor = {Gautam Das and
Bing Liu and
Philip S. Yu},
title = {An associative classifier based on positive and negative rules},
booktitle = {Proceedings of the 9th {ACM} {SIGMOD} Workshop on Research Issues
in Data Mining and Knowledge Discovery, {DMKD} 2004, Paris, France,
June 13, 2004},
pages = {64--69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1008694.1008705},
doi = {10.1145/1008694.1008705},
timestamp = {Tue, 06 Nov 2018 16:59:32 +0100},
biburl = {https://dblp.org/rec/conf/dmkd/AntonieZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/El-HajjZ04,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
editor = {Gautam Das and
Bing Liu and
Philip S. Yu},
title = {{COFI} approach for mining frequent itemsets revisited},
booktitle = {Proceedings of the 9th {ACM} {SIGMOD} Workshop on Research Issues
in Data Mining and Knowledge Discovery, {DMKD} 2004, Paris, France,
June 13, 2004},
pages = {70--75},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1008694.1008706},
doi = {10.1145/1008694.1008706},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmkd/El-HajjZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecweb/LiZ04,
author = {Jia Li and
Osmar R. Za{\"{\i}}ane},
editor = {Kurt Bauknecht and
Martin Bichler and
Birgit Pr{\"{o}}ll},
title = {Combining Usage, Content, and Structure Data to Improve Web Site Recommendation},
booktitle = {E-Commerce and Web Technologies, 5th International Conference, EC-Web
2004, Zaragoza, Spain, August 31-September 3, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3182},
pages = {305--315},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30077-9\_31},
doi = {10.1007/978-3-540-30077-9\_31},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ecweb/LiZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZaianeLH04,
author = {Osmar R. Za{\"{\i}}ane and
Jia Li and
Robert Hayward},
editor = {Bamshad Mobasher and
Olfa Nasraoui and
Bing Liu and
Brij M. Masand},
title = {Mission-Based Navigational Behaviour Modeling for Web Recommender
Systems},
booktitle = {Advances in Web Mining and Web Usage Analysis, 6th International Workshop
on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA,
August 22-25, 2004, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3932},
pages = {37--55},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/11899402\_3},
doi = {10.1007/11899402\_3},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZaianeLH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/OliveiraZS04,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane and
Y{\"{u}}cel Saygin},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {Secure Association Rule Sharing},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {74--85},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_10},
doi = {10.1007/978-3-540-24775-3\_10},
timestamp = {Fri, 04 Jun 2021 18:07:01 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/OliveiraZS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AntonieZ04,
author = {Maria{-}Luiza Antonie and
Osmar R. Za{\"{\i}}ane},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Mining Positive and Negative Association Rules: An Approach for Confined
Rules},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Pisa,
Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3202},
pages = {27--38},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30116-5\_6},
doi = {10.1007/978-3-540-30116-5\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AntonieZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdmw/OliveiraZ04,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
editor = {Willem Jonker and
Milan Petkovic},
title = {Achieving Privacy Preservation when Sharing Data for Clustering},
booktitle = {Secure Data Management, {VLDB} 2004 Workshop, {SDM} 2004, Toronto,
Canada, August 30, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3178},
pages = {67--82},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30073-1\_6},
doi = {10.1007/978-3-540-30073-1\_6},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sdmw/OliveiraZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webdb/ChenSZG04,
author = {Jiyang Chen and
Lisheng Sun and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Sihem Amer{-}Yahia and
Luis Gravano},
title = {Visualizing and Discovering Web Navigational Patterns},
booktitle = {Proceedings of the Seventh International Workshop on the Web and Databases,
WebDB 2004, June 17-18, 2004, Maison de la Chimie, Paris, France,
Colocated with {ACM} {SIGMOD/PODS} 2004},
pages = {13--18},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1017074.1017079},
doi = {10.1145/1017074.1017079},
timestamp = {Tue, 06 Nov 2018 16:58:14 +0100},
biburl = {https://dblp.org/rec/conf/webdb/ChenSZG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/El-HajjZ03,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
editor = {Yahiko Kambayashi and
Mukesh K. Mohania and
Wolfram W{\"{o}}{\ss}},
title = {Non-recursive Generation of Frequent K-itemsets from Frequent Pattern
Tree Representations},
booktitle = {Data Warehousing and Knowledge Discovery, 5th International Conference,
DaWaK 2003, Prague, Czech Republic, September 3-5,2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2737},
pages = {371--380},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45228-7\_37},
doi = {10.1007/978-3-540-45228-7\_37},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/El-HajjZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/El-HajjZ03,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
title = {Parallel Association Rule Mining with Minimum Inter-Processor Communication},
booktitle = {14th International Workshop on Database and Expert Systems Applications
(DEXA'03), September 1-5, 2003, Prague, Czech Republic},
pages = {519--523},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/DEXA.2003.1232075},
doi = {10.1109/DEXA.2003.1232075},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/El-HajjZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimi/ZaianeE03,
author = {Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj},
editor = {Bart Goethals and
Mohammed Javeed Zaki},
title = {COFI-tree Mining: {A} New Approach to Pattern Growth with Reduced
Candidacy Generation},
booktitle = {{FIMI} '03, Frequent Itemset Mining Implementations, Proceedings of
the {ICDM} 2003 Workshop on Frequent Itemset Mining Implementations,
19 December 2003, Melbourne, Florida, {USA}},
series = {{CEUR} Workshop Proceedings},
volume = {90},
publisher = {CEUR-WS.org},
year = {2003},
url = {https://ceur-ws.org/Vol-90/elhajj.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:57 +0100},
biburl = {https://dblp.org/rec/conf/fimi/ZaianeE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OliveiraZ03,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
title = {Protecting Sensitive Knowledge By Data Sanitization},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {613--616},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250990},
doi = {10.1109/ICDM.2003.1250990},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OliveiraZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ZhangNZ03,
author = {Yue Zhang and
Mario A. Nascimento and
Osmar R. Za{\"{\i}}ane},
title = {Building image mosaics: an application of content-based image retrieval},
booktitle = {Proceedings of the 2003 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2003, 6-9 July 2003, Baltimore, MD, {USA}},
pages = {317--320},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICME.2003.1221312},
doi = {10.1109/ICME.2003.1221312},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/ZhangNZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/OliveiraZ03,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
editor = {Bipin C. Desai and
Wilfred Ng},
title = {Algorithms for Balancing Privacy and Knowledge Discovery in Association
Rule Mining},
booktitle = {7th International Database Engineering and Applications Symposium
{(IDEAS} 2003), 16-18 July 2003, Hong Kong, China},
pages = {54--65},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/IDEAS.2003.1214911},
doi = {10.1109/IDEAS.2003.1214911},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/OliveiraZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/CheungZ03,
author = {William Cheung and
Osmar R. Za{\"{\i}}ane},
editor = {Bipin C. Desai and
Wilfred Ng},
title = {Incremental Mining of Frequent Patterns without Candidate Generation
or Support Constraint},
booktitle = {7th International Database Engineering and Applications Symposium
{(IDEAS} 2003), 16-18 July 2003, Hong Kong, China},
pages = {111--116},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/IDEAS.2003.1214917},
doi = {10.1109/IDEAS.2003.1214917},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/CheungZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/El-HajjZ03,
author = {Mohammad El{-}Hajj and
Osmar R. Za{\"{\i}}ane},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Inverted matrix: efficient discovery of frequent items in large datasets
in the context of interactive mining},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {109--118},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956766},
doi = {10.1145/956750.956766},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/El-HajjZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/OliveiraZ03,
author = {Stanley R. M. Oliveira and
Osmar R. Za{\"{\i}}ane},
editor = {Alberto H. F. Laender},
title = {Privacy Preserving Clustering by Data Transformation},
booktitle = {{XVIII} Simp{\'{o}}sio Brasileiro de Bancos de Dados, 6-8 de
Outubro, Manaus, Amazonas, Brasil, Anais/Proceedings},
pages = {304--318},
publisher = {{UFAM}},
year = {2003},
timestamp = {Mon, 21 Aug 2006 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbbd/OliveiraZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2002web,
editor = {Osmar R. Za{\"{\i}}ane and
Jaideep Srivastava and
Myra Spiliopoulou and
Brij M. Masand},
title = {{WEBKDD} 2002 - MiningWeb Data for Discovering Usage Patterns and
Profiles, 4th International Workshop, Edmonton, Canada, July 23, 2002,
Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2703},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/b11784},
doi = {10.1007/B11784},
isbn = {3-540-20304-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2002web.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2002mdm-kdmcd,
editor = {Osmar R. Za{\"{\i}}ane and
Simeon J. Simoff and
Chabane Djeraba},
title = {Mining Multimedia and Complex Data, {KDD} Workshop {MDM/KDD} 2002,
{PAKDD} Workshop {KDMCD} 2002, Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2797},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/b12031},
doi = {10.1007/B12031},
isbn = {3-540-20305-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2002mdm-kdmcd.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/Zaiane02,
author = {Osmar R. Za{\"{\i}}ane},
title = {Guest Editor's Introduction - Special Issue on Multimedia Data Mining},
journal = {J. Intell. Inf. Syst.},
volume = {19},
number = {1},
pages = {5--6},
year = {2002},
url = {https://doi.org/10.1023/A:1015597318727},
doi = {10.1023/A:1015597318727},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/Zaiane02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ZaianeS02,
author = {Osmar R. Za{\"{\i}}ane and
Simeon J. Simoff},
title = {{MDM/KDD:} Multimedia Data Mining for the Second Time},
journal = {{SIGKDD} Explor.},
volume = {3},
number = {2},
pages = {65--67},
year = {2002},
url = {https://doi.org/10.1145/507515.507524},
doi = {10.1145/507515.507524},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/ZaianeS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SimoffDZ02,
author = {Simeon J. Simoff and
Chabane Djeraba and
Osmar R. Za{\"{\i}}ane},
title = {{MDM/KDD} 2002: Multimedia Data Mining between Promises and Problems},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {2},
pages = {118--121},
year = {2002},
url = {https://doi.org/10.1145/772862.772886},
doi = {10.1145/772862.772886},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/SimoffDZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/MasandSSZ02,
author = {Brij M. Masand and
Myra Spiliopoulou and
Jaideep Srivastava and
Osmar R. Za{\"{\i}}ane},
title = {{WEBKDD} 2002 - Web Mining for Usage Patterns {\&} Profiles},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {2},
pages = {125},
year = {2002},
url = {https://doi.org/10.1145/772862.772888},
doi = {10.1145/772862.772888},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/MasandSSZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/ZaianeA02,
author = {Osmar R. Za{\"{\i}}ane and
Maria{-}Luiza Antonie},
editor = {Xiaofang Zhou},
title = {Classifying Text Documents by Associating Terms With Text Categories},
booktitle = {Database Technologies 2002, Thirteenth Australasian Database Conference
(ADC2002), Monash University, Melbourne, Victoria, Australia, January/February
2002},
series = {{CRPIT}},
volume = {5},
publisher = {Australian Computer Society},
year = {2002},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV5Zaiane.html},
timestamp = {Wed, 20 Nov 2019 16:52:44 +0100},
biburl = {https://dblp.org/rec/conf/adc/ZaianeA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/WangZ02,
author = {Weinan Wang and
Osmar R. Za{\"{\i}}ane},
title = {Clustering Web Sessions by Sequence Alignment},
booktitle = {13th International Workshop on Database and Expert Systems Applications
{(DEXA} 2002), 2-6 September 2002, Aix-en-Provence, France},
pages = {394--398},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/DEXA.2002.1045928},
doi = {10.1109/DEXA.2002.1045928},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/WangZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icce/Zaiane02,
author = {Osmar R. Za{\"{\i}}ane},
title = {Building a Recommender Agent for e-Learning Systems},
booktitle = {International Conference on Computers in Education, {ICCE} 2002, Auckland,
New Zealand, December 3-6, 2002, Volume 1},
pages = {55--59},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/CIE.2002.1185862},
doi = {10.1109/CIE.2002.1185862},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icce/Zaiane02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AntonieZ02,
author = {Maria{-}Luiza Antonie and
Osmar R. Za{\"{\i}}ane},
title = {Text Document Categorization by Term Association},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {19--26},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183881},
doi = {10.1109/ICDM.2002.1183881},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AntonieZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FossZ02,
author = {Andrew Foss and
Osmar R. Za{\"{\i}}ane},
title = {A Parameterless Method for Efficiently Discovering Clusters of Arbitrary
Shape in Large Datasets},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {179--186},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183901},
doi = {10.1109/ICDM.2002.1183901},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FossZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZaianeL02,
author = {Osmar R. Za{\"{\i}}ane and
Chi{-}Hoon Lee},
title = {Clustering Spatial Data when Facing Physical Constraints},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {737--740},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1184042},
doi = {10.1109/ICDM.2002.1184042},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZaianeL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/ZaianeL02,
author = {Osmar R. Za{\"{\i}}ane and
Chi{-}Hoon Lee},
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Osmar R. Za{\"{\i}}ane},
title = {Clustering Spatial Data in the Presence of Obstacles: a Density-Based
Approach},
booktitle = {International Database Engineering {\&} Applications Symposium,
IDEAS'02, July 17-19, 2002, Edmonton, Canada, Proceedings},
pages = {214--223},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/IDEAS.2002.1029674},
doi = {10.1109/IDEAS.2002.1029674},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/ZaianeL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZaianeAC02,
author = {Osmar R. Za{\"{\i}}ane and
Maria{-}Luiza Antonie and
Alexandru Coman},
editor = {Simeon J. Simoff and
Chabane Djeraba and
Osmar R. Za{\"{\i}}ane},
title = {Mammography Classification By an Association Rule-based Classifier},
booktitle = {Proceedings of the Third International Workshop on Multimedia Data
Mining, MDM/KDD'2002, July 23rd, 2002, Edmonton, Alberta, Canada},
pages = {62--69},
publisher = {University of Alberta},
year = {2002},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZaianeAC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AntonieZC02,
author = {Maria{-}Luiza Antonie and
Osmar R. Za{\"{\i}}ane and
Alexandru Coman},
editor = {Osmar R. Za{\"{\i}}ane and
Simeon J. Simoff and
Chabane Djeraba},
title = {Associative Classifiers for Medical Images},
booktitle = {Mining Multimedia and Complex Data, {KDD} Workshop {MDM/KDD} 2002,
{PAKDD} Workshop {KDMCD} 2002, Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2797},
pages = {68--83},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-3-540-39666-6\_5},
doi = {10.1007/978-3-540-39666-6\_5},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AntonieZC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/oois/ZaianeS02,
author = {Osmar R. Za{\"{\i}}ane and
Alexander Strilets},
editor = {Jean{-}Michel Bruel and
Zohra Bellahsene},
title = {Finding Similar Queries to Satisfy Searches Based on Query Traces},
booktitle = {Advances in Object-Oriented Information Systems, {OOIS} 2002 Workshops,
Montpellier, France, September 2, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2426},
pages = {207--216},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46105-1\_24},
doi = {10.1007/3-540-46105-1\_24},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/oois/ZaianeS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZaianeFLW02,
author = {Osmar R. Za{\"{\i}}ane and
Andrew Foss and
Chi{-}Hoon Lee and
Weinan Wang},
editor = {Ming{-}Shan Cheng and
Philip S. Yu and
Bing Liu},
title = {On Data Clustering Analysis: Scalability, Constraints, and Validation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia
Conference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2336},
pages = {28--39},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-47887-6\_4},
doi = {10.1007/3-540-47887-6\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZaianeFLW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideas/2002,
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Osmar R. Za{\"{\i}}ane},
title = {International Database Engineering {\&} Applications Symposium,
IDEAS'02, July 17-19, 2002, Edmonton, Canada, Proceedings},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://ieeexplore.ieee.org/xpl/conhome/7997/proceeding},
isbn = {0-7695-1638-6},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideas/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2002mdm,
editor = {Simeon J. Simoff and
Chabane Djeraba and
Osmar R. Za{\"{\i}}ane},
title = {Proceedings of the Third International Workshop on Multimedia Data
Mining, MDM/KDD'2002, July 23rd, 2002, Edmonton, Alberta, Canada},
publisher = {University of Alberta},
year = {2002},
timestamp = {Wed, 29 Mar 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2002mdm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2002kdmcd,
editor = {Chabane Djeraba and
Osmar R. Za{\"{\i}}ane},
title = {International Workshop on Knowledge Discovery in Multimedia and Complex
Data {(KDMCD} 2002), in conjunction with the Sixth Pacific-Asia Conference
on Knowledge Discovery and Data Mining (PAKDD-02), Taipei, Taiwan,
May 6-8},
year = {2002},
timestamp = {Thu, 31 Jul 2003 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2002kdmcd.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/Zaiane01,
author = {Osmar R. Za{\"{\i}}ane},
title = {Building virtual web views},
journal = {Data Knowl. Eng.},
volume = {39},
number = {2},
pages = {143--163},
year = {2001},
url = {https://doi.org/10.1016/S0169-023X(01)00037-4},
doi = {10.1016/S0169-023X(01)00037-4},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/Zaiane01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bncod/AmmouraZJ01,
author = {Ayman Ammoura and
Osmar R. Za{\"{\i}}ane and
Yuan Ji},
editor = {Brian J. Read},
title = {Immersed Visual Data Mining: Walking the Walk},
booktitle = {Advances in Databases, 18th British National Conference on Databases,
{BNCOD} 18, Chilton, UK, July 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2097},
pages = {202--218},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45754-2\_13},
doi = {10.1007/3-540-45754-2\_13},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/bncod/AmmouraZJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/AmmouraZG01,
author = {Ayman Ammoura and
Osmar R. Za{\"{\i}}ane and
Randy Goebel},
editor = {Yahiko Kambayashi and
Werner Winiwarter and
Masatoshi Arikawa},
title = {Towards a Novel {OLAP} Interface for Distributed Data Warehouses},
booktitle = {Data Warehousing and Knowledge Discovery, Third International Conference,
DaWaK 2001, Munich, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2114},
pages = {174--185},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44801-2\_18},
doi = {10.1007/3-540-44801-2\_18},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/AmmouraZG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/CuiZ01,
author = {Hang Cui and
Osmar R. Za{\"{\i}}ane},
editor = {A Min Tjoa and
Roland R. Wagner},
title = {Hierarchically Structural Approach to Improving the Browsability of
Web Search Engine Results},
booktitle = {12th International Workshop on Database and Expert Systems Applications
{(DEXA} 2001), 3-7 September 2001, Munich, Germany},
pages = {956--960},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/DEXA.2001.953178},
doi = {10.1109/DEXA.2001.953178},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/CuiZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/ZaianeL01,
author = {Osmar R. Za{\"{\i}}ane and
Jun Luo},
editor = {Toshio Okamoto and
Roger Hartley and
Kinshuk and
John P. Klus},
title = {Towards Evaluating Learners' Behaviour in a Web-Based Distance Learning
Environment},
booktitle = {Proceedings {IEEE} International Conference on Advanced Learning Technology:
Issues, Achievements and Challenges, Madison, WI, USA, August 6-8,
2001},
pages = {357--360},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICALT.2001.943944},
doi = {10.1109/ICALT.2001.943944},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/ZaianeL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZaianeEL01,
author = {Osmar R. Za{\"{\i}}ane and
Mohammad El{-}Hajj and
Paul Lu},
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Fast Parallel Association Rule Mining without Candidacy Generation},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {665--668},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDM.2001.989600},
doi = {10.1109/ICDM.2001.989600},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZaianeEL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AntonieZC01,
author = {Maria{-}Luiza Antonie and
Osmar R. Za{\"{\i}}ane and
Alexandru Coman},
editor = {Osmar R. Za{\"{\i}}ane and
Simeon J. Simoff},
title = {Application of Data Mining Techniques for Medical Image Classification},
booktitle = {Proceedings of the Second International Workshop on Multimedia Data
Mining, MDM/KDD'2001, August 26th, 2001, San Francisco, CA, {USA}},
pages = {94--101},
publisher = {University of Alberta},
year = {2001},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AntonieZC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uidis/ZaianeA01,
author = {Osmar R. Za{\"{\i}}ane and
Ayman Ammoura},
editor = {Epaminondas Kapetanios and
Hans Hinterberger},
title = {On-Line Analytical Processing while Immersed in a Cave},
booktitle = {Proceedings of the Second International Workshop on User Interfaces
to Data Intensive Systems, {UIDIS} 2001, Zurich, Switzerland, May
31 - June 1, 2001},
pages = {102--115},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/UIDIS.2001.929931},
doi = {10.1109/UIDIS.2001.929931},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uidis/ZaianeA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2001mdm,
editor = {Osmar R. Za{\"{\i}}ane and
Simeon J. Simoff},
title = {Proceedings of the Second International Workshop on Multimedia Data
Mining, MDM/KDD'2001, August 26th, 2001, San Francisco, CA, {USA}},
publisher = {University of Alberta},
year = {2001},
timestamp = {Wed, 29 Mar 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2001mdm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SimoffZ00,
author = {Simeon J. Simoff and
Osmar R. Za{\"{\i}}ane},
title = {Report on {MDM/KDD2000:} The 1st International Workshop on Multimedia
Data Mining},
journal = {{SIGKDD} Explor.},
volume = {2},
number = {2},
pages = {103--105},
year = {2000},
url = {https://doi.org/10.1145/380995.381054},
doi = {10.1145/380995.381054},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/SimoffZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/ZaianeH00,
author = {Osmar R. Za{\"{\i}}ane and
Jiawei Han},
editor = {Belur V. Dasarathy},
title = {Discovering spatial associations in images},
booktitle = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
II, Orlando, FL, USA, April 24, 2000},
series = {{SPIE} Proceedings},
volume = {4057},
pages = {138--147},
publisher = {{SPIE}},
year = {2000},
url = {https://doi.org/10.1117/12.381726},
doi = {10.1117/12.381726},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkdttt/ZaianeH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZaianeHZ00,
author = {Osmar R. Za{\"{\i}}ane and
Jiawei Han and
Hua Zhu},
editor = {David B. Lomet and
Gerhard Weikum},
title = {Mining Recurrent Items in Multimedia with Progressive Resolution Refinement},
booktitle = {Proceedings of the 16th International Conference on Data Engineering,
San Diego, California, USA, February 28 - March 3, 2000},
pages = {461--470},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICDE.2000.839445},
doi = {10.1109/ICDE.2000.839445},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZaianeHZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MatichukZ00,
author = {Bruce Matichuk and
Osmar R. Za{\"{\i}}ane},
editor = {Simeon J. Simoff and
Osmar R. Za{\"{\i}}ane},
title = {Unsupervised Classification of Sound for Multimedia Indexing},
booktitle = {Proceedings of the International Workshop on Multimedia Data Mining,
MDM/KDD'2000, August 20th, 2000, Boston, MA, {USA}},
pages = {31--36},
publisher = {University of Alberta},
year = {2000},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MatichukZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SimoffZ00,
author = {Simeon J. Simoff and
Osmar R. Za{\"{\i}}ane},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Multimedia data mining (workshop session - title only)},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {534},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347534},
doi = {10.1145/347090.347534},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SimoffZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2000mdm,
editor = {Simeon J. Simoff and
Osmar R. Za{\"{\i}}ane},
title = {Proceedings of the International Workshop on Multimedia Data Mining,
MDM/KDD'2000, August 20th, 2000, Boston, MA, {USA}},
publisher = {University of Alberta},
year = {2000},
timestamp = {Wed, 29 Mar 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2000mdm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/LiZT99,
author = {Ze{-}Nian Li and
Osmar R. Za{\"{\i}}ane and
Zinovi Tauber},
title = {Illumination Invariance and Object Model in Content-Based Image and
Video Retrieval},
journal = {J. Vis. Commun. Image Represent.},
volume = {10},
number = {3},
pages = {219--244},
year = {1999},
url = {https://doi.org/10.1006/jvci.1998.0403},
doi = {10.1006/JVCI.1998.0403},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/LiZT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adl/ZaianeXH98,
author = {Osmar R. Za{\"{\i}}ane and
Man Xin and
Jiawei Han},
title = {Discovering Web Access Patterns and Trends by Applying {OLAP} and
Data Mining Technology on Web Logs},
booktitle = {Proceedings of the {IEEE} Forum on Research and Technology Advances
in Digital Libraries, {IEEE} {ADL} '98, Santa Barbara, California,
USA, April 22-24, 1998},
pages = {19--29},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ADL.1998.670376},
doi = {10.1109/ADL.1998.670376},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adl/ZaianeXH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/ZaianeHLH98,
author = {Osmar R. Za{\"{\i}}ane and
Jiawei Han and
Ze{-}Nian Li and
Jean Hou},
editor = {Stephen A. MacKay and
J. Howard Johnson},
title = {Mining multimedia data},
booktitle = {Proceedings of the 1998 conference of the Centre for Advanced Studies
on Collaborative Research, November 30 - December 3, 1998, Toronto,
Ontario, Canada},
pages = {24},
publisher = {{IBM}},
year = {1998},
url = {https://dl.acm.org/citation.cfm?id=783184},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/ZaianeHLH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/LiZY98,
author = {Ze{-}Nian Li and
Osmar R. Za{\"{\i}}ane and
Bing Yan},
editor = {Roland R. Wagner},
title = {{C-BIRD:} Content-Based Image Retrieval from Digital Libraries Using
Illumination Invariance and Recognition Kernel},
booktitle = {Ninth International Workshop on Database and Expert Systems Applications,
Vienna, Austria, August 24-28, 1998, Proceedings},
pages = {361--366},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/DEXA.1998.707425},
doi = {10.1109/DEXA.1998.707425},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/LiZY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZaianeHLCC98,
author = {Osmar R. Za{\"{\i}}ane and
Jiawei Han and
Ze{-}Nian Li and
Sonny Han Seng Chee and
Jenny Chiang},
editor = {Laura M. Haas and
Ashutosh Tiwary},
title = {MultiMediaMiner: {A} System Prototype for Multimedia Data Mining},
booktitle = {{SIGMOD} 1998, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, June 2-4, 1998, Seattle, Washington, {USA}},
pages = {581--583},
publisher = {{ACM} Press},
year = {1998},
url = {https://doi.org/10.1145/276304.276388},
doi = {10.1145/276304.276388},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZaianeHLCC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/widm/ZaianeH98,
author = {Osmar R. Za{\"{\i}}ane and
Jiawei Han},
editor = {Fereidoon Sadri},
title = {WebML: Querying the World-Wide Web for Resources and Knowledge},
booktitle = {CIKM'98 First Workshop on Web Information and Data Management (WIDM'98),
Bathesda, Maryland, USA, November 6, 1998},
pages = {9--12},
publisher = {{ACM}},
year = {1998},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/widm/ZaianeH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/HanCCCCCGKKLLSWXZZZ97,
author = {Jiawei Han and
Jenny Chiang and
Sonny Han Seng Chee and
Jianping Chen and
Qing Chen and
Shan Cheng and
Wan Gong and
Micheline Kamber and
Krzysztof Koperski and
Gang Liu and
Yijun Lu and
Nebojsa Stefanovic and
Lara Winstone and
Betty Xia and
Osmar R. Za{\"{\i}}ane and
Shuhua Zhang and
Hua Zhu},
editor = {J. Howard Johnson},
title = {DBMiner: a system for data mining in relational databases and data
warehouses},
booktitle = {Proceedings of the 1997 conference of the Centre for Advanced Studies
on Collaborative Research, November 10-13, 1997, Toronto, Ontario,
Canada},
pages = {8},
publisher = {{IBM}},
year = {1997},
url = {https://dl.acm.org/citation.cfm?id=782018},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/HanCCCCCGKKLLSWXZZZ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanFWCGKLLRSXZ96,
author = {Jiawei Han and
Yongjian Fu and
Wei Wang and
Jenny Chiang and
Wan Gong and
Krzysztof Koperski and
Deyi Li and
Yijun Lu and
Amynmohamed Rajan and
Nebojsa Stefanovic and
Betty Xia and
Osmar R. Za{\"{\i}}ane},
editor = {Evangelos Simoudis and
Jiawei Han and
Usama M. Fayyad},
title = {DBMiner: {A} System for Mining Knowledge in Large Relational Databases},
booktitle = {Proceedings of the Second International Conference on Knowledge Discovery
and Data Mining (KDD-96), Portland, Oregon, {USA}},
pages = {250--255},
publisher = {{AAAI} Press},
year = {1996},
url = {http://www.aaai.org/Library/KDD/1996/kdd96-041.php},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanFWCGKLLRSXZ96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HanFWCZK96,
author = {Jiawei Han and
Yongjian Fu and
Wei Wang and
Jenny Chiang and
Osmar R. Za{\"{\i}}ane and
Krzysztof Koperski},
editor = {H. V. Jagadish and
Inderpal Singh Mumick},
title = {DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational
Databases},
booktitle = {Proceedings of the 1996 {ACM} {SIGMOD} International Conference on
Management of Data, Montreal, Quebec, Canada, June 4-6, 1996},
pages = {550},
publisher = {{ACM} Press},
year = {1996},
url = {https://doi.org/10.1145/233269.280356},
doi = {10.1145/233269.280356},
timestamp = {Tue, 16 Aug 2022 23:04:20 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HanFWCZK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZaianeH95,
author = {Osmar R. Za{\"{\i}}ane and
Jiawei Han},
editor = {Usama M. Fayyad and
Ramasamy Uthurusamy},
title = {Resource and Knowledge Discovery in Global Information Systems: {A}
Preliminary Design and Experiment},
booktitle = {Proceedings of the First International Conference on Knowledge Discovery
and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
pages = {331--336},
publisher = {{AAAI} Press},
year = {1995},
url = {http://www.aaai.org/Library/KDD/1995/kdd95-039.php},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZaianeH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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