# 2010 IEEE International Conference on Data Mining

Dec. 13 2010 to Dec. 17 2010

Sydney, Australia

ISSN: 1550-4786

ISBN: 978-0-7695-4256-0

#### Table of Contents

Papers

[Mining Billion-node Graphs: Patterns, Generators and Tools](/content/csdl/proceedings-article/icdm/2010/05693951/12OmNznCkYQ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 5

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[Title Page i](/content/csdl/proceedings-article/icdm/2010/4256z001/12OmNzvQHZL/index.html) Freely available from IEEE.pp. i

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[Title Page iii](/content/csdl/proceedings-article/icdm/2010/4256z003/12OmNCfSqJH/index.html) Freely available from IEEE.pp. iii

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[\[Copyright notice\]](/content/csdl/proceedings-article/icdm/2010/4256z004/12OmNvDqsEU/index.html) Freely available from IEEE.pp. iv

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[Table of contents](/content/csdl/proceedings-article/icdm/2010/4256ztoc/12OmNvIfDMD/index.html) Freely available from IEEE.pp. v-xv

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[Welcome Message from the Conference Chairs](/content/csdl/proceedings-article/icdm/2010/4256z015/12OmNzn38UX/index.html) Freely available from IEEE.pp. xv-xvi

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[Message from the Program Committee Co-Chairs](/content/csdl/proceedings-article/icdm/2010/4256z017/12OmNC3Xhpn/index.html) Freely available from IEEE.pp. xvii-xviii

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[Organizing Committee](/content/csdl/proceedings-article/icdm/2010/4256z019/12OmNvvc5NM/index.html) Freely available from IEEE.pp. xix-xxi

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[Program Committee](/content/csdl/proceedings-article/icdm/2010/4256z022/12OmNqC2uWD/index.html) Freely available from IEEE.pp. xxii-xxviii

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[Assessing the Significance of Groups in High-Dimensional Data](/content/csdl/proceedings-article/icdm/2010/4256a006/12OmNyxXlo1/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 6

by [Geoff McLachlan](/content/csdl/search/default?type=author&givenName=Geoff&surname=McLachlan/index.html)

[10 Years of Data Mining Research: Retrospect and Prospect](/content/csdl/proceedings-article/icdm/2010/4256a007/12OmNwt5snV/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 7-7

by [Xindong Wu](/content/csdl/search/default?type=author&givenName=Xindong&surname=Wu/index.html)

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[Detecting Novel Discrepancies in Communication Networks](/content/csdl/proceedings-article/icdm/2010/4256a008/12OmNxeut06/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 8-17

by [James Abello](/content/csdl/search/default?type=author&givenName=James&surname=Abello/index.html), [Tina Eliassi-Rad](/content/csdl/search/default?type=author&givenName=Tina&surname=Eliassi-Rad/index.html), [Nishchal Devanur](/content/csdl/search/default?type=author&givenName=Nishchal&surname=Devanur/index.html)

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[Multi-agent Random Walks for Local Clustering on Graphs](/content/csdl/proceedings-article/icdm/2010/4256a018/12OmNC2OSNZ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 18-27

by [Morteza Alamgir](/content/csdl/search/default?type=author&givenName=Morteza&surname=Alamgir/index.html), [Ulrike von Luxburg](/content/csdl/search/default?type=author&givenName=Ulrike&surname=von%20Luxburg/index.html)

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[Spatiotemporal Event Detection in Mobility Network](/content/csdl/proceedings-article/icdm/2010/4256a028/12OmNxRF71G/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 28-37

by [Tom S. Au](/content/csdl/search/default?type=author&givenName=Tom%20S.&surname=Au/index.html), [Rong Duan](/content/csdl/search/default?type=author&givenName=Rong&surname=Duan/index.html), [Heeyoung Kim](/content/csdl/search/default?type=author&givenName=Heeyoung&surname=Kim/index.html), [Guang-Qin Ma](/content/csdl/search/default?type=author&givenName=Guang-Qin&surname=Ma/index.html)

[An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users](/content/csdl/proceedings-article/icdm/2010/4256a038/12OmNx8fimJ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 38-47

by [Tengfei Bao](/content/csdl/search/default?type=author&givenName=Tengfei&surname=Bao/index.html), [Happia Cao](/content/csdl/search/default?type=author&givenName=Happia&surname=Cao/index.html), [Enhong Chen](/content/csdl/search/default?type=author&givenName=Enhong&surname=Chen/index.html), [Jilei Tian](/content/csdl/search/default?type=author&givenName=Jilei&surname=Tian/index.html), [Hui Xiong](/content/csdl/search/default?type=author&givenName=Hui&surname=Xiong/index.html)

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[Fast and Flexible Multivariate Time Series Subsequence Search](/content/csdl/proceedings-article/icdm/2010/4256a048/12OmNyKJimJ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 48-57

by [Kanishka Bhaduri](/content/csdl/search/default?type=author&givenName=Kanishka&surname=Bhaduri/index.html), [Qiang Zhu](/content/csdl/search/default?type=author&givenName=Qiang&surname=Zhu/index.html), [Nikunj C. Oza](/content/csdl/search/default?type=author&givenName=Nikunj%20C.&surname=Oza/index.html), [Ashok N. Srivastava](/content/csdl/search/default?type=author&givenName=Ashok%20N.&surname=Srivastava/index.html)

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[iSAX 2.0: Indexing and Mining One Billion Time Series](/content/csdl/proceedings-article/icdm/2010/4256a058/12OmNy87Qvn/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 58-67

by [Alessandro Camerra](/content/csdl/search/default?type=author&givenName=Alessandro&surname=Camerra/index.html), [Themis Palpanas](/content/csdl/search/default?type=author&givenName=Themis&surname=Palpanas/index.html), [Jin Shieh](/content/csdl/search/default?type=author&givenName=Jin&surname=Shieh/index.html), [Eamonn Keogh](/content/csdl/search/default?type=author&givenName=Eamonn&surname=Keogh/index.html)

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[Abstraction Augmented Markov Models](/content/csdl/proceedings-article/icdm/2010/4256a068/12OmNAMtAOR/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 68-77

by [Cornelia Caragea](/content/csdl/search/default?type=author&givenName=Cornelia&surname=Caragea/index.html), [Adrian Silvescu](/content/csdl/search/default?type=author&givenName=Adrian&surname=Silvescu/index.html), [Doina Caragea](/content/csdl/search/default?type=author&givenName=Doina&surname=Caragea/index.html), [Vasant Honavar](/content/csdl/search/default?type=author&givenName=Vasant&surname=Honavar/index.html)

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[A Graph-Based Approach for Multi-folder Email Classification](/content/csdl/proceedings-article/icdm/2010/4256a078/12OmNxFJXtI/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 78-87

by [Sharma Chakravarthy](/content/csdl/search/default?type=author&givenName=Sharma&surname=Chakravarthy/index.html), [Aravind Venkatachalam](/content/csdl/search/default?type=author&givenName=Aravind&surname=Venkatachalam/index.html), [Aditya Telang](/content/csdl/search/default?type=author&givenName=Aditya&surname=Telang/index.html)

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[Scalable Influence Maximization in Social Networks under the Linear Threshold Model](/content/csdl/proceedings-article/icdm/2010/4256a088/12OmNASraFo/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 88-97

by [Wei Chen](/content/csdl/search/default?type=author&givenName=Wei&surname=Chen/index.html), [Yifei Yuan](/content/csdl/search/default?type=author&givenName=Yifei&surname=Yuan/index.html), [Li Zhang](/content/csdl/search/default?type=author&givenName=Li&surname=Zhang/index.html)

Papers

[CLUSMASTER: A Clustering Approach for Sampling Data Streams in Sensor Networks](/content/csdl/proceedings-article/icdm/2010/4256a098/12OmNC4eSk8/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 98-107

by [Alzennyr Da Silva](/content/csdl/search/default?type=author&givenName=Alzennyr&surname=Da%20Silva/index.html), [Raja Chiky](/content/csdl/search/default?type=author&givenName=Raja&surname=Chiky/index.html), [Georges Hebrail](/content/csdl/search/default?type=author&givenName=Georges&surname=Hebrail/index.html)

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[Bayesian Maximum Margin Clustering](/content/csdl/proceedings-article/icdm/2010/4256a108/12OmNCfSqJg/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 108-117

by [Bo Dai](/content/csdl/search/default?type=author&givenName=Bo&surname=Dai/index.html), [Baogang Hu](/content/csdl/search/default?type=author&givenName=Baogang&surname=Hu/index.html), [Gang Niu](/content/csdl/search/default?type=author&givenName=Gang&surname=Niu/index.html)

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[Viral Marketing for Multiple Products](/content/csdl/proceedings-article/icdm/2010/4256a118/12OmNyRxFpc/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 118-127

by [Samik Datta](/content/csdl/search/default?type=author&givenName=Samik&surname=Datta/index.html), [Anirban Majumder](/content/csdl/search/default?type=author&givenName=Anirban&surname=Majumder/index.html), [Nisheeth Shrivastava](/content/csdl/search/default?type=author&givenName=Nisheeth&surname=Shrivastava/index.html)

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[Finding Local Anomalies in Very High Dimensional Space](/content/csdl/proceedings-article/icdm/2010/4256a128/12OmNAkWvut/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 128-137

by [Timothy de Vries](/content/csdl/search/default?type=author&givenName=Timothy&surname=de%20Vries/index.html), [Sanjay Chawla](/content/csdl/search/default?type=author&givenName=Sanjay&surname=Chawla/index.html), [Michael E. Houle](/content/csdl/search/default?type=author&givenName=Michael%20E.&surname=Houle/index.html)

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[PGLCM: Efficient Parallel Mining of Closed Frequent Gradual Itemsets](/content/csdl/proceedings-article/icdm/2010/4256a138/12OmNzaQobp/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 138-147

by [Trong Dinh Thac Do](/content/csdl/search/default?type=author&givenName=Trong%20Dinh%20Thac&surname=Do/index.html), [Anne Laurent](/content/csdl/search/default?type=author&givenName=Anne&surname=Laurent/index.html), [Alexandre Termier](/content/csdl/search/default?type=author&givenName=Alexandre&surname=Termier/index.html)

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[Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document](/content/csdl/proceedings-article/icdm/2010/4256a148/12OmNzdGnxE/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 148-157

by [Lan Du](/content/csdl/search/default?type=author&givenName=Lan&surname=Du/index.html), [Wray Lindsay Buntine](/content/csdl/search/default?type=author&givenName=Wray%20Lindsay&surname=Buntine/index.html), [Huidong Jin](/content/csdl/search/default?type=author&givenName=Huidong&surname=Jin/index.html)

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[Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach](/content/csdl/proceedings-article/icdm/2010/4256a158/12OmNARiM6e/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 158-167

by [Wouter Duivesteijn](/content/csdl/search/default?type=author&givenName=Wouter&surname=Duivesteijn/index.html), [Arno Knobbe](/content/csdl/search/default?type=author&givenName=Arno&surname=Knobbe/index.html), [Ad Feelders](/content/csdl/search/default?type=author&givenName=Ad&surname=Feelders/index.html), [Matthijs van Leeuwen](/content/csdl/search/default?type=author&givenName=Matthijs&surname=van%20Leeuwen/index.html)

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[Feature Selection for Unsupervised Learning Using Random Cluster Ensembles](/content/csdl/proceedings-article/icdm/2010/4256a168/12OmNxFJXS4/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 168-175

by [Haytham Elghazel](/content/csdl/search/default?type=author&givenName=Haytham&surname=Elghazel/index.html), [Alex Aussem](/content/csdl/search/default?type=author&givenName=Alex&surname=Aussem/index.html)

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[Learning Attribute-to-Feature Mappings for Cold-Start Recommendations](/content/csdl/proceedings-article/icdm/2010/4256a176/12OmNyGtjsa/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 176-185

by [Zeno Gantner](/content/csdl/search/default?type=author&givenName=Zeno&surname=Gantner/index.html), [Lucas Drumond](/content/csdl/search/default?type=author&givenName=Lucas&surname=Drumond/index.html), [Christoph Freudenthaler](/content/csdl/search/default?type=author&givenName=Christoph&surname=Freudenthaler/index.html), [Steffen Rendle](/content/csdl/search/default?type=author&givenName=Steffen&surname=Rendle/index.html), [Lars Schmidt-Thieme](/content/csdl/search/default?type=author&givenName=Lars&surname=Schmidt-Thieme/index.html)

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[An Extensive Empirical Study on Semi-supervised Learning](/content/csdl/proceedings-article/icdm/2010/4256a186/12OmNzwHvqL/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 186-195

by [Yuanyuan Guo](/content/csdl/search/default?type=author&givenName=Yuanyuan&surname=Guo/index.html), [Xiaoda Niu](/content/csdl/search/default?type=author&givenName=Xiaoda&surname=Niu/index.html), [Harry Zhang](/content/csdl/search/default?type=author&givenName=Harry&surname=Zhang/index.html)

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[Efficient Discovery of the Top-K Optimal Dependency Rules with Fisher's Exact Test of Significance](/content/csdl/proceedings-article/icdm/2010/4256a196/12OmNvsm6xD/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 196-205

by [Wilhelmiina Hämäläinen](/content/csdl/search/default?type=author&givenName=Wilhelmiina&surname=H%C3%A4m%C3%A4l%C3%A4inen/index.html)

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[A Variance Reduction Framework for Stable Feature Selection](/content/csdl/proceedings-article/icdm/2010/4256a206/12OmNzCF4VI/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 206-215

by [Yue Han](/content/csdl/search/default?type=author&givenName=Yue&surname=Han/index.html), [Lei Yu](/content/csdl/search/default?type=author&givenName=Lei&surname=Yu/index.html)

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[Exponential Family Tensor Factorization for Missing-Values Prediction and Anomaly Detection](/content/csdl/proceedings-article/icdm/2010/4256a216/12OmNz4SOu1/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 216-225

by [Kohei Hayashi](/content/csdl/search/default?type=author&givenName=Kohei&surname=Hayashi/index.html), [Takashi Takenouchi](/content/csdl/search/default?type=author&givenName=Takashi&surname=Takenouchi/index.html), [Tomohiro Shibata](/content/csdl/search/default?type=author&givenName=Tomohiro&surname=Shibata/index.html), [Yuki Kamiya](/content/csdl/search/default?type=author&givenName=Yuki&surname=Kamiya/index.html), [Daishi Kato](/content/csdl/search/default?type=author&givenName=Daishi&surname=Kato/index.html), [Kazuo Kunieda](/content/csdl/search/default?type=author&givenName=Kazuo&surname=Kunieda/index.html), [Keiji Yamada](/content/csdl/search/default?type=author&givenName=Keiji&surname=Yamada/index.html), [Kazushi Ikeda](/content/csdl/search/default?type=author&givenName=Kazushi&surname=Ikeda/index.html)

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[Rare Category Characterization](/content/csdl/proceedings-article/icdm/2010/4256a226/12OmNxYtu6i/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 226-235

by [Jingrui He](/content/csdl/search/default?type=author&givenName=Jingrui&surname=He/index.html), [Hanghang Tong](/content/csdl/search/default?type=author&givenName=Hanghang&surname=Tong/index.html), [Jaime Carbonell](/content/csdl/search/default?type=author&givenName=Jaime&surname=Carbonell/index.html)

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[Algorithm for Discovering Low-Variance 3-Clusters from Real-Valued Datasets](/content/csdl/proceedings-article/icdm/2010/4256a236/12OmNrIrPgL/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 236-245

by [Zhen Hu](/content/csdl/search/default?type=author&givenName=Zhen&surname=Hu/index.html), [Raj Bhatnagar](/content/csdl/search/default?type=author&givenName=Raj&surname=Bhatnagar/index.html)

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[Improved Consistent Sampling, Weighted Minhash and L1 Sketching](/content/csdl/proceedings-article/icdm/2010/4256a246/12OmNvSbByu/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 246-255

by [Sergey Ioffe](/content/csdl/search/default?type=author&givenName=Sergey&surname=Ioffe/index.html)

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[An Approach Based on Tree Kernels for Opinion Mining of Online Product Reviews](/content/csdl/proceedings-article/icdm/2010/4256a256/12OmNrJAeaY/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 256-265

by [Peng Jiang](/content/csdl/search/default?type=author&givenName=Peng&surname=Jiang/index.html), [Chunxia Zhang](/content/csdl/search/default?type=author&givenName=Chunxia&surname=Zhang/index.html), [Hongping Fu](/content/csdl/search/default?type=author&givenName=Hongping&surname=Fu/index.html), [Zhendong Niu](/content/csdl/search/default?type=author&givenName=Zhendong&surname=Niu/index.html), [Qing Yang](/content/csdl/search/default?type=author&givenName=Qing&surname=Yang/index.html)

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[A Pairwise-Systematic Microaggregation for Statistical Disclosure Control](/content/csdl/proceedings-article/icdm/2010/4256a266/12OmNB7tUro/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 266-273

by [Md. Enamul Kabir](/content/csdl/search/default?type=author&givenName=Md.%20Enamul&surname=Kabir/index.html), [Hua Wang](/content/csdl/search/default?type=author&givenName=Hua&surname=Wang/index.html), [Yanchun Zhang](/content/csdl/search/default?type=author&givenName=Yanchun&surname=Zhang/index.html)

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[Multi-label Feature Selection for Graph Classification](/content/csdl/proceedings-article/icdm/2010/4256a274/12OmNANTAtC/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 274-283

by [Xiangnan Kong](/content/csdl/search/default?type=author&givenName=Xiangnan&surname=Kong/index.html), [Philip S. Yu](/content/csdl/search/default?type=author&givenName=Philip%20S.&surname=Yu/index.html)

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[A Binary Decision Diagram-Based One-Class Classifier](/content/csdl/proceedings-article/icdm/2010/4256a284/12OmNCf1DpD/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 284-293

by [Takuro Kutsuna](/content/csdl/search/default?type=author&givenName=Takuro&surname=Kutsuna/index.html)

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[Detecting Blackhole and Volcano Patterns in Directed Networks](/content/csdl/proceedings-article/icdm/2010/4256a294/12OmNqI04Pa/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 294-303

by [Zhongmou Li](/content/csdl/search/default?type=author&givenName=Zhongmou&surname=Li/index.html), [Hui Xiong](/content/csdl/search/default?type=author&givenName=Hui&surname=Xiong/index.html), [Yanchi Liu](/content/csdl/search/default?type=author&givenName=Yanchi&surname=Liu/index.html), [Aoying Zhou](/content/csdl/search/default?type=author&givenName=Aoying&surname=Zhou/index.html)

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[Exploiting Local Data Uncertainty to Boost Global Outlier Detection](/content/csdl/proceedings-article/icdm/2010/4256a304/12OmNBSSVbO/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 304-313

by [Bo Liu](/content/csdl/search/default?type=author&givenName=Bo&surname=Liu/index.html), [Jie Yin](/content/csdl/search/default?type=author&givenName=Jie&surname=Yin/index.html), [Yanshan Xiao](/content/csdl/search/default?type=author&givenName=Yanshan&surname=Xiao/index.html), [Longbing Cao](/content/csdl/search/default?type=author&givenName=Longbing&surname=Cao/index.html), [Philip S. Yu](/content/csdl/search/default?type=author&givenName=Philip%20S.&surname=Yu/index.html)

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[Training Conditional Random Fields Using Transfer Learning for Gesture Recognition](/content/csdl/proceedings-article/icdm/2010/4256a314/12OmNxFJXzA/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 314-323

by [Jie Liu](/content/csdl/search/default?type=author&givenName=Jie&surname=Liu/index.html), [Kai Yu](/content/csdl/search/default?type=author&givenName=Kai&surname=Yu/index.html), [Yi Zhang](/content/csdl/search/default?type=author&givenName=Yi&surname=Zhang/index.html), [Yalou Huang](/content/csdl/search/default?type=author&givenName=Yalou&surname=Huang/index.html)

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[Stratified Sampling for Data Mining on the Deep Web](/content/csdl/proceedings-article/icdm/2010/4256a324/12OmNzt0Iv5/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 324-333

by [Tantan Liu](/content/csdl/search/default?type=author&givenName=Tantan&surname=Liu/index.html), [Fan Wang](/content/csdl/search/default?type=author&givenName=Fan&surname=Wang/index.html), [Gagan Agrawal](/content/csdl/search/default?type=author&givenName=Gagan&surname=Agrawal/index.html)

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[Learning Markov Network Structure with Decision Trees](/content/csdl/proceedings-article/icdm/2010/4256a334/12OmNybfr5V/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 334-343

by [Daniel Lowd](/content/csdl/search/default?type=author&givenName=Daniel&surname=Lowd/index.html), [Jesse Davis](/content/csdl/search/default?type=author&givenName=Jesse&surname=Davis/index.html)

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[Towards Structural Sparsity: An Explicit l2/l0 Approach](/content/csdl/proceedings-article/icdm/2010/4256a344/12OmNBJw9Sm/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 344-353

by [Dijun Luo](/content/csdl/search/default?type=author&givenName=Dijun&surname=Luo/index.html), [Chris Ding](/content/csdl/search/default?type=author&givenName=Chris&surname=Ding/index.html), [Heng Huang](/content/csdl/search/default?type=author&givenName=Heng&surname=Huang/index.html)

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[Multi-document Summarization Using Minimum Distortion](/content/csdl/proceedings-article/icdm/2010/4256a354/12OmNBEpnuH/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 354-363

by [Tengfei Ma](/content/csdl/search/default?type=author&givenName=Tengfei&surname=Ma/index.html), [Xiaojun Wan](/content/csdl/search/default?type=author&givenName=Xiaojun&surname=Wan/index.html)

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[A Log-Linear Model with Latent Features for Dyadic Prediction](/content/csdl/proceedings-article/icdm/2010/4256a364/12OmNAnMusJ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 364-373

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[On Finding Frequent Patterns in Event Sequences](/content/csdl/proceedings-article/icdm/2010/4256a755/12OmNzxgHuY/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 755-760

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[Active Improvement of Hierarchical Object Features under Budget Constraints](/content/csdl/proceedings-article/icdm/2010/4256a761/12OmNqJHFKo/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 761-766

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[Pseudo Conditional Random Fields: Joint Training Approach to Segmenting and Labeling Sequence Data](/content/csdl/proceedings-article/icdm/2010/4256a767/12OmNAq3hRk/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 767-772

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[Location and Scatter Matching for Dataset Shift in Text Mining](/content/csdl/proceedings-article/icdm/2010/4256a773/12OmNwbukkV/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 773-778

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[Learning Preferences with Millions of Parameters by Enforcing Sparsity](/content/csdl/proceedings-article/icdm/2010/4256a779/12OmNzXFoJg/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 779-784

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[QMAS: Querying, Mining and Summarization of Multi-modal Databases](/content/csdl/proceedings-article/icdm/2010/4256a785/12OmNylboBC/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 785-790

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[Block-GP: Scalable Gaussian Process Regression for Multimodal Data](/content/csdl/proceedings-article/icdm/2010/4256a791/12OmNzxyiNf/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 791-796

by [Kamalika Das](/content/csdl/search/default?type=author&givenName=Kamalika&surname=Das/index.html), [Ashok N. Srivastava](/content/csdl/search/default?type=author&givenName=Ashok%20N.&surname=Srivastava/index.html)

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[Active Learning with Human-Like Noisy Oracle](/content/csdl/proceedings-article/icdm/2010/4256a797/12OmNxwWouz/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 797-802

by [Jun Du](/content/csdl/search/default?type=author&givenName=Jun&surname=Du/index.html), [Charles X. Ling](/content/csdl/search/default?type=author&givenName=Charles%20X.&surname=Ling/index.html)

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[Monotone Relabeling in Ordinal Classification](/content/csdl/proceedings-article/icdm/2010/4256a803/12OmNBVIUtV/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 803-808

by [Ad Feelders](/content/csdl/search/default?type=author&givenName=Ad&surname=Feelders/index.html)

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[The Effect of History on Modeling Systems' Performance: The Problem of the Demanding Lord](/content/csdl/proceedings-article/icdm/2010/4256a809/12OmNwCJONt/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 809-814

by [George Giannakopoulos](/content/csdl/search/default?type=author&givenName=George&surname=Giannakopoulos/index.html), [Themis Palpanas](/content/csdl/search/default?type=author&givenName=Themis&surname=Palpanas/index.html)

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[Resilient K-d Trees: K-Means in Space Revisited](/content/csdl/proceedings-article/icdm/2010/4256a815/12OmNC2fGwA/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 815-820

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