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2009 Ninth IEEE International Conference on Data Mining

Dec. 6 2009 to Dec. 9 2009

Miami, Florida

ISSN: 1550-4786

ISBN: 978-0-7695-3895-2

Table of Contents

Papers
ICDM 2009 ProgramFreely available from IEEE.pp. xxv-xxvi
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[Copyright notice]Freely available from IEEE.pp. iv
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Table of contentsFreely available from IEEE.pp. v-xiii
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Program CommitteeFreely available from IEEE.pp. xviii-xxiii
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Steering CommitteeFreely available from IEEE.pp. xxiv
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Title Page iFreely available from IEEE.pp. i
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Title Page iiiFreely available from IEEE.pp. iii
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Message from the General Co-ChairsFreely available from IEEE.pp. xiv
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Message from the Program Committee Co-ChairsFreely available from IEEE.pp. xv
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Organizing CommitteeFreely available from IEEE.pp. xvi-xvii
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Explore/Exploit Schemes for Web Content OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Deepak Agarwal, Bee-Chung Chen, Pradheep Elango
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Connecting Sparsely Distributed Similar BloggersFull-text access may be available. Sign in or learn about subscription options.pp. 11-20
by Nitin Agarwal, Huan Liu, Shankara Subramanya, John J. Salerno, Philip S. Yu
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Rule Ensembles for Multi-target RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 21-30
by Timo Aho, Bernard, Sašo Džeroski
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A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 31-40
by Kanishka Bhaduri, Ashok N. Srivastava
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Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 41-50
by Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma
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Audio Classification of Bird Species: A Statistical Manifold ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 51-60
by Forrest Briggs, Raviv Raich, Xiaoli Z. Fern
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Finding Associations and Computing Similarity via Biased Pair SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 61-70
by Andrea Campagna, Rasmus Pagh
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Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting ModelFull-text access may be available. Sign in or learn about subscription options.pp. 71-80
by Guangyun Chen, Gang Chen, Jianwen Zhang, Shuo Chen, Changshui Zhang
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Probabilistic Similarity Query on Dimension Incomplete DataFull-text access may be available. Sign in or learn about subscription options.pp. 81-90
by Wei Cheng, Xiaoming Jin, Jian-Tao Sun
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flowNet: Flow-Based Approach for Efficient Analysis of Complex Biological NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 91-100
by Young-Rae Cho, Lei Shi, Aidong Zhang
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?-Anomica: A Fast Support Vector Based Novelty Detection TechniqueFull-text access may be available. Sign in or learn about subscription options.pp. 101-109
by Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava
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Temporal Neighborhood Discovery Using Markov ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 110-119
by Sandipan Dey, Vandana P. Janeja, Aryya Gangopadhyay
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Active Learning with Generalized QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 120-128
by Jun Du, Charles X. Ling
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Conditional Models for Non-smooth Ranking Loss FunctionsFull-text access may be available. Sign in or learn about subscription options.pp. 129-138
by Avinava Dubey, Jinesh Machchhar, Chiranjib Bhattacharyya, Soumen Chakrabarti
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Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based RankingFull-text access may be available. Sign in or learn about subscription options.pp. 139-148
by Andrew Foss, Osmar R. Zaïane, Sandra Zilles
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Execution Anomaly Detection in Distributed Systems through Unstructured Log AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 149-158
by Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
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Learning the Shared Subspace for Multi-task Clustering and Transductive Transfer ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 159-168
by Quanquan Gu, Jie Zhou
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Accurate Estimation of the Degree Distribution of Private NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 169-178
by Michael Hay, Chao Li, Gerome Miklau, David Jensen
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A Linear-Time Graph KernelFull-text access may be available. Sign in or learn about subscription options.pp. 179-188
by Shohei Hido, Hisashi Kashima
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GSML: A Unified Framework for Sparse Metric LearningFull-text access may be available. Sign in or learn about subscription options.pp. 189-198
by Kaizhu Huang, Yiming Ying, Colin Campbell
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GRAPE: A Graph-Based Framework for Disambiguating People Appearances in Web SearchFull-text access may be available. Sign in or learn about subscription options.pp. 199-208
by Lili Jiang, Jianyong Wang, Ning An, Shengyuan Wang, Jian Zhan, Lian Li
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A Tree-Based Framework for Difference SummarizationFull-text access may be available. Sign in or learn about subscription options.pp. 209-218
by Ruoming Jin, Yuri Breitbart, Rong Li
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TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative TaggingFull-text access may be available. Sign in or learn about subscription options.pp. 219-228
by Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho
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PEGASUS: A Peta-Scale Graph Mining SystemFull-text access may be available. Sign in or learn about subscription options.pp. 229-238
by U. Kang, Charalampos E. Tsourakakis, Christos Faloutsos
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Efficient Discovery of Frequent Correlated Subgraph PairsFull-text access may be available. Sign in or learn about subscription options.pp. 239-248
by Yiping Ke, James Cheng, Jeffrey Xu Yu
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Self-Adaptive Anytime Stream ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 249-258
by Philipp Kranen, Ira Assent, Corinna Baldauf, Thomas Seidl
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Improving SVM Classification on Imbalanced Data Sets in Distance SpacesFull-text access may be available. Sign in or learn about subscription options.pp. 259-267
by Suzan Köknar-Tezel, Longin Jan Latecki
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CoCoST: A Computational Cost Efficient ClassifierFull-text access may be available. Sign in or learn about subscription options.pp. 268-277
by Liyun Li, Umut Topkara, Baris Coskun, Nasir Memon
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Semi-naive Exploitation of One-Dependence EstimatorsFull-text access may be available. Sign in or learn about subscription options.pp. 278-287
by Nan Li, Yang Yu, Zhi-Hua Zhou
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A Framework for Computing the Privacy Scores of Users in Online Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 288-297
by Kun Liu, Evimaria Terzi
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Least Square Incremental Linear Discriminant AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 298-306
by Li-Ping Liu, Yuan Jiang, Zhi-Hua Zhou
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Unified Solution to Nonnegative Data Factorization ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 307-316
by Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin
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Extended Boolean Matrix DecompositionFull-text access may be available. Sign in or learn about subscription options.pp. 317-326
by Haibing Lu, Jaideep Vaidya, Vijayalakshmi Atluri, Yuan Hong
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Active Learning with Adaptive Heterogeneous EnsemblesFull-text access may be available. Sign in or learn about subscription options.pp. 327-336
by Zhenyu Lu, Xindong Wu, Josh Bongard
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Non-negative Laplacian EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 337-346
by Dijun Luo, Chris Ding, Heng Huang, Tao Li
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Scalable Algorithms for Distribution SearchFull-text access may be available. Sign in or learn about subscription options.pp. 347-356
by Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa
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A Deep Non-linear Feature Mapping for Large-Margin kNN ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 357-366
by Renqiang Min, David A. Stanley, Zineng Yuan, Anthony Bonner, Zhaolei Zhang
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Finding Time Series Motifs in Disk-Resident DataFull-text access may be available. Sign in or learn about subscription options.pp. 367-376
by Abdullah Mueen, Eamonn Keogh, Nima Bigdely-Shamlo
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Relevant Subspace Clustering: Mining the Most Interesting Non-redundant Concepts in High Dimensional DataFull-text access may be available. Sign in or learn about subscription options.pp. 377-386
by Emmanuel Müller, Ira Assent, Stephan Günnemann, Ralph Krieger, Thomas Seidl
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Stacked Gaussian Process LearningFull-text access may be available. Sign in or learn about subscription options.pp. 387-396
by Marion Neumann, Kristian Kersting, Zhao Xu, Daniel Schulz
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Evaluating Statistical Tests for Within-Network Classifiers of Relational DataFull-text access may be available. Sign in or learn about subscription options.pp. 397-406
by Jennifer Neville, Brian Gallagher, Tina Eliassi-Rad
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Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 407-416
by Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan
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Clustering Trajectories of Moving Objects in an Uncertain WorldFull-text access may be available. Sign in or learn about subscription options.pp. 417-427
by Nikos Pelekis, Ioannis Kopanakis, Evangelos Kotsifakos, Elias Frentzos, Yannis Theodoridis
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Semi-Supervised Sequence Labeling with Self-Learned FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 428-437
by Yanjun Qi, Pavel Kuksa, Ronan Collobert, Kunihiko Sadamasa, Koray Kavukcuoglu, Jason Weston
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Semi-Markov kMeans Clustering and Activity Recognition from Body-Worn SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 438-446
by Matthew W. Robards, Peter Sunehag
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A Sparsification Approach for Temporal Graphical Model DecompositionFull-text access may be available. Sign in or learn about subscription options.pp. 447-456
by Ning Ruan, Ruoming Jin, Victor E. Lee, Kun Huang
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Resolving Identity Uncertainty with Learned Random WalksFull-text access may be available. Sign in or learn about subscription options.pp. 457-465
by Ted Sandler, Lyle H. Ungar, Koby Crammer
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Discriminative Mixed-Membership ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 466-475
by Hanhuai Shan, Arindam Banerjee, Nikunj C. Oza
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Argumentation Based Constraint AcquisitionFull-text access may be available. Sign in or learn about subscription options.pp. 476-482
by Kostyantyn Shchekotykhin, Gerhard Friedrich
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Extending Semi-supervised Learning Methods for Inductive Transfer LearningFull-text access may be available. Sign in or learn about subscription options.pp. 483-492
by Yuan Shi, Zhenzhong Lan, Wei Liu, Wei Bi
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iTopicModel: Information Network-Integrated Topic ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 493-502
by Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu
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Uncoverning Groups via Heterogeneous Interaction AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 503-512
by Lei Tang, Xufei Wang, Huan Liu
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Significance of Episodes Based on Minimal WindowsFull-text access may be available. Sign in or learn about subscription options.pp. 513-522
by Nikolaj Tatti
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Convex Non-negative Matrix Factorization in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 523-532
by Christian Thurau, Kristian Kersting, Christian Bauckhage
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On K-Means Cluster Preservation Using Quantization SchemesFull-text access may be available. Sign in or learn about subscription options.pp. 533-542
by Deepak S. Turaga, Michail Vlachos, Olivier Verscheure
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Scalable Classification in Large Scale Spatiotemporal Domains Applied to Voltage-Sensitive Dye ImagingFull-text access may be available. Sign in or learn about subscription options.pp. 543-551
by Igor Vainer, Sarit Kraus, Gal Kaminka, Hamutal Slovin
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Extracting Output Metadata from Scientific Deep Web Data SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 552-561
by Fan Wang, Gagan Agrawal
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Semi-supervised Multi-task Learning with Task RegularizationsFull-text access may be available. Sign in or learn about subscription options.pp. 562-568
by Fei Wang, Xin Wang, Tao Li
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Fast Online Training of Ramp Loss Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 569-577
by Zhuang Wang, Slobodan Vucetic
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Mining Peculiarity Groups in Day-by-Day Behavioral DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 578-587
by Yun Xiong, Yangyong Zhu
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Online System Problem Detection by Mining Patterns of Console LogsFull-text access may be available. Sign in or learn about subscription options.pp. 588-597
by Wei Xu, Ling Huang, Armando Fox, David Patterson, Michael Jordan
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Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 598-606
by Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen
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Peculiarity Analysis for ClassificationsFull-text access may be available. Sign in or learn about subscription options.pp. 607-616
by Jian Yang, Ning Zhong, Yiyu Yao, Jue Wang
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Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 617-626
by Xiao Yu, Lu An Tang, Jiawei Han
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Mining Data Streams with Labeled and Unlabeled Training ExamplesFull-text access may be available. Sign in or learn about subscription options.pp. 627-636
by Peng Zhang, Xingquan Zhu, Li Guo
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Maximum Margin Clustering with Multivariate Loss FunctionFull-text access may be available. Sign in or learn about subscription options.pp. 637-646
by Bin Zhao, James Kwok, Changshui Zhang
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Efficient Discovery of Confounders in Large Data SetsFull-text access may be available. Sign in or learn about subscription options.pp. 647-656
by Wenjun Zhou, Hui Xiong
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Vague One-Class Learning for Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 657-666
by Xingquan Zhu, Xindong Wu, Chengqi Zhang
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Inverse Time Dependency in Convex Regularized LearningFull-text access may be available. Sign in or learn about subscription options.pp. 667-676
by Zeyuan Allen Zhu, Weizhu Chen, Chenguang Zhu, Gang Wang, Haixun Wang, Zheng Chen
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P-packSVM: Parallel Primal grAdient desCent Kernel SVMFull-text access may be available. Sign in or learn about subscription options.pp. 677-686
by Zeyuan Allen Zhu, Weizhu Chen, Gang Wang, Chenguang Zhu, Zheng Chen
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An L-infinity Norm Visual ClassifierFull-text access may be available. Sign in or learn about subscription options.pp. 687-692
by Anushka Anand, Leland Wilkinson, Dang Nhon Tuan
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Outlier Detection Using Inductive Logic ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 693-698
by Fabrizio Angiulli, Fabio Fassetti
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Joint Emotion-Topic Modeling for Social Affective Text MiningFull-text access may be available. Sign in or learn about subscription options.pp. 699-704
by Shenghua Bao, Shengliang Xu, Li Zhang, Rong Yan, Zhong Su, Dingyi Han, Yong Yu
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Algorithms for Large, Sparse Network Alignment ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 705-710
by Mohsen Bayati, Margot Gerritsen, David F. Gleich, Amin Saberi, Ying Wang
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Dirichlet Mixture Allocation for Multiclass Document Collections ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 711-715
by Wei Bian, Dacheng Tao
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SLIDER: Mining Correlated Motifs in Protein-Protein Interaction NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 716-721
by Peter Boyen, Frank Neven, Dries Van Dyck, Aalt-Jan van Dijk, Roeland C.H.J. van Ham
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Effective Anomaly Detection in Sensor Networks Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 722-727
by Saha Budhaditya, Duc-Son Pham, Mihai Lazarescu, Svetha Venkatesh
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Hierarchical Bayesian Models for Collaborative Tagging SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 728-733
by Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathaeus Dejori, Hans-Peter Kriegel
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Efficient Algorithm for Computing Link-Based Similarity in Real World NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 734-739
by Yuanzhe Cai, Gao Cong, Xu Jia, Hongyan Liu, Jun He, Jiaheng Lu, Xiaoyong Du
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Fine-Grain Perturbation for Privacy Preserving Data PublishingFull-text access may be available. Sign in or learn about subscription options.pp. 740-745
by Rhonda Chaytor, Ke Wang, Patricia Brantingham
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Accelerated Gradient Method for Multi-task Sparse Learning ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 746-751
by Xi Chen, Weike Pan, James T. Kwok, Jaime G. Carbonell
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CoFKM: A Centralized Method for Multiple-View ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 752-757
by Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier
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Active Selection of Sensor Sites in Remote Sensing ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 758-763
by Debasish Das, Zoran Obradovic, Slobodan Vucetic
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Large Scale Relation Acquisition Using Class Dependent PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 764-769
by Stijn De Saeger, Kentaro Torisawa, Jun'ichi Kazama, Kow Kuroda, Masaki Murata
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Finding Maximal Fully-Correlated Itemsets in Large DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 770-775
by Lian Duan, William Nick Street
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Bayesian Overlapping Subspace ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 776-781
by Qiang Fu, Arindam Banerjee
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Unsupervised Relation Extraction by Massive ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 782-787
by Edgar Gonzàlez, Jordi Turmo
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Regression Learning Vector QuantizationFull-text access may be available. Sign in or learn about subscription options.pp. 788-793
by Mihajlo Grbovic, Slobodan Vucetic
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Projective Clustering EnsemblesFull-text access may be available. Sign in or learn about subscription options.pp. 794-799
by Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli
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Knowledge Discovery from Citation NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 800-805
by Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong
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