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@inproceedings{DBLP:conf/sdm/AchtertBKKZ07, author = {Elke Achtert and Christian B{\"{o}}hm and Hans{-}Peter Kriegel and Peer Kr{\"{o}}ger and Arthur Zimek}, title = {Robust, Complete, and Efficient Correlation Clustering}, booktitle = {{SDM}}, pages = {413--418}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/Aggarwal07, author = {Charu C. Aggarwal}, title = {On Point Sampling Versus Space Sampling for Dimensionality Reduction}, booktitle = {{SDM}}, pages = {192--203}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/AggarwalY07, author = {Charu C. Aggarwal and Philip S. Yu}, title = {On Privacy-Preservation of Text and Sparse Binary Data with Sketches}, booktitle = {{SDM}}, pages = {57--67}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/AggarwalY07a, author = {Charu C. Aggarwal and Philip S. Yu}, title = {On Anonymization of String Data}, booktitle = {{SDM}}, pages = {419--424}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/BaiWZ07, author = {Yijian Bai and Haixun Wang and Carlo Zaniolo}, title = {Load Shedding in Classifying Multi-Source Streaming Data: {A} Bayes Risk Approach}, booktitle = {{SDM}}, pages = {425--430}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/Banerjee07, author = {Arindam Banerjee}, title = {An Analysis of Logistic Models: Exponential Family Connections and Online Performance}, booktitle = {{SDM}}, pages = {204--215}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/BanerjeeB07, author = {Arindam Banerjee and Sugato Basu}, title = {Topic Models over Text Streams: {A} Study of Batch and Online Unsupervised Learning}, booktitle = {{SDM}}, pages = {431--436}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/BanerjeeBM07, author = {Arindam Banerjee and Sugato Basu and Srujana Merugu}, title = {Multi-way Clustering on Relation Graphs}, booktitle = {{SDM}}, pages = {145--156}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/BertolacciW07, author = {Michael Bertolacci and Anthony Wirth}, title = {Are approximation algorithms for consensus clustering worthwhile?}, booktitle = {{SDM}}, pages = {437--442}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/BifetG07, author = {Albert Bifet and Ricard Gavald{\`{a}}}, title = {Learning from Time-Changing Data with Adaptive Windowing}, booktitle = {{SDM}}, pages = {443--448}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/Bostrom07, author = {Henrik Bostr{\"{o}}m}, title = {Maximizing the Area under the {ROC} Curve with Decision Lists and Rule Sets}, booktitle = {{SDM}}, pages = {27--34}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/BuLFKPM07, author = {Yingyi Bu and Oscar Tat{-}Wing Leung and Ada Wai{-}Chee Fu and Eamonn J. Keogh and Jian Pei and Sam Meshkin}, title = {{WAT:} Finding Top-K Discords in Time Series Database}, booktitle = {{SDM}}, pages = {449--454}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/CaoB07, author = {Dongwei Cao and Daniel Boley}, title = {A {PAC} Bound for Approximate Support Vector Machines}, booktitle = {{SDM}}, pages = {455--460}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/CarvalhoC07, author = {Vitor R. Carvalho and William W. Cohen}, title = {Preventing Information Leaks in Email}, booktitle = {{SDM}}, pages = {68--77}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ChenSL07, author = {Keke Chen and Gordon Sun and Ling Liu}, title = {Towards Attack-Resilient Geometric Data Perturbation}, booktitle = {{SDM}}, pages = {78--89}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ChengTJ07, author = {Haibin Cheng and Pang{-}Ning Tan and Rong Jin}, title = {Localized Support Vector Machine and Its Efficient Algorithm}, booktitle = {{SDM}}, pages = {461--466}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/DouLQKZ07, author = {Dejing Dou and Jun Li and Han Qin and Shiwoong Kim and Sheng Zhong}, title = {Understanding and Utilizing the Hierarchy of Abnormal {BGP} Events}, booktitle = {{SDM}}, pages = {467--472}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/DuttaGBK07, author = {Haimonti Dutta and Chris Giannella and Kirk D. Borne and Hillol Kargupta}, title = {Distributed Top-K Outlier Detection from Astronomy Catalogs using the {DEMAC} System}, booktitle = {{SDM}}, pages = {473--478}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/FanD07, author = {Wei Fan and Ian Davidson}, title = {On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples}, booktitle = {{SDM}}, pages = {320--331}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/FriguiC07, author = {Hichem Frigui and Joshua Caudill}, title = {Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus}, booktitle = {{SDM}}, pages = {479--484}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/FriguiH07, author = {Hichem Frigui and Cheul Hwang}, title = {Adaptive Concept Learning through Clustering and Aggregation of Relational Data}, booktitle = {{SDM}}, pages = {90--101}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/GaoFHY07, author = {Jing Gao and Wei Fan and Jiawei Han and Philip S. Yu}, title = {A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions}, booktitle = {{SDM}}, pages = {3--14}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/GionisT07, author = {Aristides Gionis and Evimaria Terzi}, title = {Segmentations with Rearrangements}, booktitle = {{SDM}}, pages = {285--296}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/GoldbergS07, author = {Noam Goldberg and Chung{-}chieh Shan}, title = {Boosting Optimal Logical Patterns Using Noisy Data}, booktitle = {{SDM}}, pages = {228--236}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HammoudaK07, author = {Khaled M. Hammouda and Mohamed S. Kamel}, title = {{HP2PC:} Scalable Hierarchically-Distributed Peer-to-Peer Clustering}, booktitle = {{SDM}}, pages = {485--490}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HeCLZ07, author = {Qi He and Kuiyu Chang and Ee{-}Peng Lim and Jun Zhang}, title = {Bursty Feature Representation for Clustering Text Streams}, booktitle = {{SDM}}, pages = {491--496}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HoreJM07, author = {Bijit Hore and Ravi Chandra Jammalamadaka and Sharad Mehrotra}, title = {Flexible Anonymization For Privacy Preserving Data Publishing: {A} Systematic Search Based Approach}, booktitle = {{SDM}}, pages = {497--502}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HristidisVVY07, author = {Vagelis Hristidis and Oscar Valdivia and Michail Vlachos and Philip S. Yu}, title = {A System for Keyword Search on Textual Streams}, booktitle = {{SDM}}, pages = {503--508}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HuXS07, author = {Tianming Hu and Hui Xiong and Sam Yuan Sung}, title = {Co-Preserving Patterns in Bipartite Partitioning for Topic Identification}, booktitle = {{SDM}}, pages = {509--514}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HuangESZG07, author = {Jian Huang and Seyda Ertekin and Yang Song and Hongyuan Zha and C. Lee Giles}, title = {Efficient Multiclass Boosting Classification with Active Learning}, booktitle = {{SDM}}, pages = {297--308}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HuangF07, author = {Yang Huang and Martin Farach{-}Colton}, title = {Lattice based Clustering of Temporal Gene-Expression Matrices}, booktitle = {{SDM}}, pages = {398--409}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/HuangLZ07, author = {Ruizhang Huang and Wai Lam and Zhigang Zhang}, title = {Active Learning of Constraints for Semi-supervised Text Clustering}, booktitle = {{SDM}}, pages = {113--124}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/IdeT07, author = {Tsuyoshi Id{\'{e}} and Koji Tsuda}, title = {Change-Point Detection using Krylov Subspace Learning}, booktitle = {{SDM}}, pages = {515--520}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/JaroszewiczK07, author = {Szymon Jaroszewicz and Marcin Korzen}, title = {Approximating Representations for Large Numerical Databases}, booktitle = {{SDM}}, pages = {521--526}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/JiangC07, author = {Wei Jiang and Chris Clifton}, title = {AC-Framework for Privacy-Preserving Collaboration}, booktitle = {{SDM}}, pages = {47--56}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/KimPZ07, author = {Hyunsoo Kim and Haesun Park and Hongyuan Zha}, title = {Distance Preserving Dimension Reduction for Manifold Learning}, booktitle = {{SDM}}, pages = {527--532}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/KimSD07, author = {Dongmin Kim and Suvrit Sra and Inderjit S. Dhillon}, title = {Fast Newton-type Methods for the Least Squares Nonnegative Matrix Approximation Problem}, booktitle = {{SDM}}, pages = {343--354}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/KouC07, author = {Zhenzhen Kou and William W. Cohen}, title = {Stacked Graphical Models for Efficient Inference in Markov Random Fields}, booktitle = {{SDM}}, pages = {533--538}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/LauwLW07, author = {Hady Wirawan Lauw and Ee{-}Peng Lim and Ke Wang}, title = {Summarizing Review Scores of "Unequal" Reviewers}, booktitle = {{SDM}}, pages = {539--544}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/Lemire07, author = {Daniel Lemire}, title = {A Better Alternative to Piecewise Linear Time Series Segmentation}, booktitle = {{SDM}}, pages = {545--550}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/LeskovecMFGH07, author = {Jure Leskovec and Mary McGlohon and Christos Faloutsos and Natalie S. Glance and Matthew Hurst}, title = {Patterns of Cascading Behavior in Large Blog Graphs}, booktitle = {{SDM}}, pages = {551--556}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/LiHKG07, author = {Xiaolei Li and Jiawei Han and Sangkyum Kim and Hector Gonzalez}, title = {{ROAM:} Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets}, booktitle = {{SDM}}, pages = {273--284}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/LiuZWMP07, author = {Jinze Liu and Qi Zhang and Wei Wang and Leonard McMillan and Jan F. Prins}, title = {PoClustering: Lossless Clustering of Dissimilarity Data}, booktitle = {{SDM}}, pages = {557--562}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/MeilaP07, author = {Marina Meila and William Pentney}, title = {Clustering by weighted cuts in directed graphs}, booktitle = {{SDM}}, pages = {135--144}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/MenonPCV07, author = {Aditya Krishna Menon and Gia Vinh Anh Pham and Sanjay Chawla and Anastasios Viglas}, title = {An incremental data-stream sketch using sparse random projections}, booktitle = {{SDM}}, pages = {563--568}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/NasraouiCRG07, author = {Olfa Nasraoui and Jeff Cerwinske and Carlos Rojas and Fabio A. Gonz{\'{a}}lez}, title = {Performance of Recommendation Systems in Dynamic Streaming Environments}, booktitle = {{SDM}}, pages = {569--574}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/NathB07, author = {J. Saketha Nath and Chiranjib Bhattacharyya}, title = {Maximum Margin Classifiers with Specified False Positive and False Negative Error Rates}, booktitle = {{SDM}}, pages = {35--46}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/NingXCGH07, author = {Huazhong Ning and Wei Xu and Yun Chi and Yihong Gong and Thomas S. Huang}, title = {Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities}, booktitle = {{SDM}}, pages = {261--272}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/OnL07, author = {Byung{-}Won On and Dongwon Lee}, title = {Scalable Name Disambiguation using Multi-level Graph Partition}, booktitle = {{SDM}}, pages = {575--580}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/PandeyACJ07, author = {Sandeep Pandey and Deepak Agarwal and Deepayan Chakrabarti and Vanja Josifovski}, title = {Bandits for Taxonomies: {A} Model-based Approach}, booktitle = {{SDM}}, pages = {216--227}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/PerlichR07, author = {Claudia Perlich and Saharon Rosset}, title = {Identifying Bundles of Product Options using Mutual Information Clustering}, booktitle = {{SDM}}, pages = {390--397}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/PlakuK07, author = {Erion Plaku and Lydia E. Kavraki}, title = {Nonlinear Dimensionality Reduction using Approximate Nearest Neighbors}, booktitle = {{SDM}}, pages = {180--191}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/QamraC07, author = {Arun Qamra and Edward Y. Chang}, title = {RCMap: Efficiently Creating High-Quality Euclidean Embeddings}, booktitle = {{SDM}}, pages = {102--112}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/RaedtZ07, author = {Luc De Raedt and Albrecht Zimmermann}, title = {Constraint-Based Pattern Set Mining}, booktitle = {{SDM}}, pages = {237--248}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/SahaM07, author = {Barna Saha and Pabitra Mitra}, title = {Dynamic Algorithm for Graph Clustering Using Minimum Cut Tree}, booktitle = {{SDM}}, pages = {581--586}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/Sculley07, author = {D. Sculley}, title = {Rank Aggregation for Similar Items}, booktitle = {{SDM}}, pages = {587--592}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/SheehanS07, author = {Bernard N. Sheehan and Yousef Saad}, title = {Higher Order Orthogonal Iteration of Tensors {(HOOI)} and its Relation to {PCA} and {GLRAM}}, booktitle = {{SDM}}, pages = {355--365}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/SimonKZ07, author = {Gy{\"{o}}rgy J. Simon and Vipin Kumar and Zhi{-}Li Zhang}, title = {Estimating False Negatives for Classification Problems with Cluster Structure}, booktitle = {{SDM}}, pages = {599--604}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/SunXZF07, author = {Jimeng Sun and Yinglian Xie and Hui Zhang and Christos Faloutsos}, title = {Less is More: Compact Matrix Decomposition for Large Sparse Graphs}, booktitle = {{SDM}}, pages = {366--377}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ValizadeganT07, author = {Hamed Valizadegan and Pang{-}Ning Tan}, title = {Kernel Based Detection of Mislabeled Training Examples}, booktitle = {{SDM}}, pages = {309--319}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/WangA07, author = {Linyan Wang and Aijun An}, title = {Fast Counting with AV-Space for Efficient Rule Induction}, booktitle = {{SDM}}, pages = {15--26}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/WangLFZ07, author = {Yi Wang and Shi{-}Xia Liu and Jianhua Feng and Lizhu Zhou}, title = {Mining Naturally Smooth Evolution of Clusters from Dynamic Data}, booktitle = {{SDM}}, pages = {125--134}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/WangZ07, author = {Fei Wang and Changshui Zhang}, title = {Fast Multilevel Transduction on Graphs}, booktitle = {{SDM}}, pages = {157--168}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/WangZZKA07, author = {Jianyong Wang and Yuzhou Zhang and Lizhu Zhou and George Karypis and Charu C. Aggarwal}, title = {Discriminating Subsequence Discovery for Sequence Clustering}, booktitle = {{SDM}}, pages = {605--610}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/XiKWM07, author = {Xiaopeng Xi and Eamonn J. Keogh and Li Wei and Agenor Mafra{-}Neto}, title = {Finding Motifs in a Database of Shapes}, booktitle = {{SDM}}, pages = {249--260}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/XiongBRC07, author = {Tao Xiong and Jinbo Bi and R. Bharat Rao and Vladimir Cherkassky}, title = {Probabilistic Joint Feature Selection for Multi-task Learning}, booktitle = {{SDM}}, pages = {332--342}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/YangLXH07, author = {Jun Yang and Yan Liu and Eric P. Xing and Alexander G. Hauptmann}, title = {Harmonium Models for Semantic Video Representation and Classification}, booktitle = {{SDM}}, pages = {378--389}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/YangMZ07, author = {Xin Yang and Sebastien Michea and Hongyuan Zha}, title = {Conical Dimension as an Intrinsic Dimension Estimator and its Applications}, booktitle = {{SDM}}, pages = {169--179}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/YankovKWXH07, author = {Dragomir Yankov and Eamonn J. Keogh and Li Wei and Xiaopeng Xi and Wendy L. Hodges}, title = {Fast Best-Match Shape Searching in Rotation Invariant Metric Spaces}, booktitle = {{SDM}}, pages = {611--616}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/YuanS07, author = {Ding Yuan and W. Nick Street}, title = {{HACS:} Heuristic Algorithm for Clustering Subsets}, booktitle = {{SDM}}, pages = {617--622}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ZhangWH07, author = {Xiang Zhang and Wei Wang and Jun Huan}, title = {On Demand Phenotype Ranking through Subspace Clustering}, booktitle = {{SDM}}, pages = {623--628}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ZhangZC07, author = {Daoqiang Zhang and Zhi{-}Hua Zhou and Songcan Chen}, title = {Semi-Supervised Dimensionality Reduction}, booktitle = {{SDM}}, pages = {629--634}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ZhaoL07, author = {Zheng Zhao and Huan Liu}, title = {Semi-supervised Feature Selection via Spectral Analysis}, booktitle = {{SDM}}, pages = {641--646}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ZhaoMRS07, author = {Chang Zhao and Jalal Mahmud and I. V. Ramakrishnan and Subramanyam Swaminathan}, title = {Computing Statistical Profiles of Active Sites in Proteins}, booktitle = {{SDM}}, pages = {635--640}, publisher = {{SIAM}}, year = {2007} }
@inproceedings{DBLP:conf/sdm/ZhouP07, author = {Bin Zhou and Jian Pei}, title = {Sketching Landscapes of Page Farms}, booktitle = {{SDM}}, pages = {593--598}, publisher = {{SIAM}}, year = {2007} }
@proceedings{DBLP:conf/sdm/2007, title = {Proceedings of the Seventh {SIAM} International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}}, publisher = {{SIAM}}, year = {2007} }
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