# Third IEEE International Conference on Data Mining

Nov. 19 2003 to Nov. 22 2003

Melbourne, Florida

ISBN: 0-7695-1978-4

#### Table of Contents

[Third IEEE International Conference on Data Mining](/content/csdl/proceedings-article/icdm/2003/01250888/12OmNxZBSyN/index.html) Full-text access may be available. Sign in or learn about subscription options.

[Welcome to ICDM 2003](/content/csdl/proceedings-article/icdm/2003/1978xiv/12OmNC943L4/index.html) Freely available from IEEE.pp. xiv

[Conference Organization](/content/csdl/proceedings-article/icdm/2003/1978xvi/12OmNywxlGG/index.html) Freely available from IEEE.pp. xvi

[Steering Committee](/content/csdl/proceedings-article/icdm/2003/1978xvii/12OmNA0MYVt/index.html) Freely available from IEEE.pp. xvii

[Program Committee](/content/csdl/proceedings-article/icdm/2003/1978xviii/12OmNy3RRy8/index.html) Freely available from IEEE.pp. xviii

[External Reviewers](/content/csdl/proceedings-article/icdm/2003/1978xxii/12OmNqBbHvS/index.html) Freely available from IEEE.pp. xxii

[Corporate Sponsors](/content/csdl/proceedings-article/icdm/2003/1978xxiv/12OmNBVrjke/index.html) Freely available from IEEE.pp. xxiv

[Invited Talks](/content/csdl/proceedings-article/icdm/2003/19780751/12OmNyv7mg2/index.html) Freely available from IEEE.pp. 751

[Tutorials](/content/csdl/proceedings-article/icdm/2003/19780752/12OmNzVGcDS/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 752

[Workshops](/content/csdl/proceedings-article/icdm/2003/19780753/12OmNBSBkic/index.html) Freely available from IEEE.pp. 753

Research-Track Regular Papers

[Efficient Multidimensional Quantitative Hypotheses Generation](/content/csdl/proceedings-article/icdm/2003/19780003/12OmNAkWvNn/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 3

by [Amihood Amir](/content/csdl/search/default?type=author&givenName=Amihood&surname=Amir/index.html), [Reuven Kashi](/content/csdl/search/default?type=author&givenName=Reuven&surname=Kashi/index.html), [Nathan S. Netanyahu](/content/csdl/search/default?type=author&givenName=Nathan%20S.&surname=Netanyahu/index.html)

Research-Track Regular Papers

[ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraints](/content/csdl/proceedings-article/icdm/2003/19780011/12OmNzcxZth/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 11

by [Francesco Bonchi](/content/csdl/search/default?type=author&givenName=Francesco&surname=Bonchi/index.html), [Fosca Giannotti](/content/csdl/search/default?type=author&givenName=Fosca&surname=Giannotti/index.html), [Alessio Mazzanti](/content/csdl/search/default?type=author&givenName=Alessio&surname=Mazzanti/index.html), [Dino Pedreschi](/content/csdl/search/default?type=author&givenName=Dino&surname=Pedreschi/index.html)

Research-Track Regular Papers

[Mining High Utility Itemsets](/content/csdl/proceedings-article/icdm/2003/19780019/12OmNvC0sXN/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 19

by [Raymond Chan](/content/csdl/search/default?type=author&givenName=Raymond&surname=Chan/index.html), [Qiang Yang](/content/csdl/search/default?type=author&givenName=Qiang&surname=Yang/index.html), [Yi-Dong Shen](/content/csdl/search/default?type=author&givenName=Yi-Dong&surname=Shen/index.html)

Research-Track Regular Papers

[Zigzag: a new algorithm for mining large inclusion dependencies in databases](/content/csdl/proceedings-article/icdm/2003/19780027/12OmNBtCCzx/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 27

by [Fabien De Marchi](/content/csdl/search/default?type=author&givenName=Fabien%20De&surname=Marchi/index.html), [Jean-Marc Petit](/content/csdl/search/default?type=author&givenName=Jean-Marc&surname=Petit/index.html)

Research-Track Regular Papers

[Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds](/content/csdl/proceedings-article/icdm/2003/19780035/12OmNCf1Dox/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 35

by [Mukund Deshpande](/content/csdl/search/default?type=author&givenName=Mukund&surname=Deshpande/index.html), [Michihiro Kuramochi](/content/csdl/search/default?type=author&givenName=Michihiro&surname=Kuramochi/index.html), [George Karypis](/content/csdl/search/default?type=author&givenName=George&surname=Karypis/index.html)

Research-Track Regular Papers

[Optimized Disjunctive Association Rules via Sampling](/content/csdl/proceedings-article/icdm/2003/19780043/12OmNBdru9w/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 43

by [J. Elble](/content/csdl/search/default?type=author&givenName=J.&surname=Elble/index.html), [C. Heeren](/content/csdl/search/default?type=author&givenName=C.&surname=Heeren/index.html), [L. Pitt](/content/csdl/search/default?type=author&givenName=L.&surname=Pitt/index.html)

Research-Track Regular Papers

[Is random model better? On its accuracy and efficiency](/content/csdl/proceedings-article/icdm/2003/19780051/12OmNzw8j3w/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 51

by [Wei Fan](/content/csdl/search/default?type=author&givenName=Wei&surname=Fan/index.html), [Haixun Wang](/content/csdl/search/default?type=author&givenName=Haixun&surname=Wang/index.html), [Philip S. Yu](/content/csdl/search/default?type=author&givenName=Philip%20S.&surname=Yu/index.html), [Sheng Ma](/content/csdl/search/default?type=author&givenName=Sheng&surname=Ma/index.html)

Research-Track Regular Papers

[Identifying Markov Blankets with Decision Tree Induction](/content/csdl/proceedings-article/icdm/2003/19780059/12OmNxHJ9vM/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 59

by [Lewis Frey](/content/csdl/search/default?type=author&givenName=Lewis&surname=Frey/index.html), [Douglas Fisher](/content/csdl/search/default?type=author&givenName=Douglas&surname=Fisher/index.html), [Ioannis Tsamardinos](/content/csdl/search/default?type=author&givenName=Ioannis&surname=Tsamardinos/index.html), [Constantin F. Aliferis](/content/csdl/search/default?type=author&givenName=Constantin%20F.&surname=Aliferis/index.html), [Alexander Statnikov](/content/csdl/search/default?type=author&givenName=Alexander&surname=Statnikov/index.html)

Research-Track Regular Papers

[Reliable Detection of Episodes in Event Sequences](/content/csdl/proceedings-article/icdm/2003/19780067/12OmNCesr44/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 67

by [Robert Gwadera](/content/csdl/search/default?type=author&givenName=Robert&surname=Gwadera/index.html), [Mikhail Atallah](/content/csdl/search/default?type=author&givenName=Mikhail&surname=Atallah/index.html), [Wojciech Szpankowski](/content/csdl/search/default?type=author&givenName=Wojciech&surname=Szpankowski/index.html)

Research-Track Regular Papers

[A Dynamic Adaptive Self-Organising Hybrid Model for Text Clustering](/content/csdl/proceedings-article/icdm/2003/19780075/12OmNC943AQ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 75

by [Chihli Hung](/content/csdl/search/default?type=author&givenName=Chihli&surname=Hung/index.html), [Stefan Wermter](/content/csdl/search/default?type=author&givenName=Stefan&surname=Wermter/index.html)

Research-Track Regular Papers

[Mining Significant Pairs of Patterns from Graph Structures with Class Labels](/content/csdl/proceedings-article/icdm/2003/19780083/12OmNCcbE82/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 83

by [Akihiro Inokuchi](/content/csdl/search/default?type=author&givenName=Akihiro&surname=Inokuchi/index.html), [Hisashi Kashima](/content/csdl/search/default?type=author&givenName=Hisashi&surname=Kashima/index.html)

[Scalable model-based clustering by working on data summaries](/content/csdl/proceedings-article/icdm/2003/19780091/12OmNwDACyl/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 91-98

by [Huidong Jin](/content/csdl/search/default?type=author&surname=Huidong%20Jin/index.html), [Man-Leung Wong](/content/csdl/search/default?type=author&surname=Man-Leung%20Wong/index.html), [Kwong-Sak Leung](/content/csdl/search/default?type=author&surname=Kwong-Sak%20Leung/index.html)

Research-Track Regular Papers

[On the Privacy Preserving Properties of Random Data Perturbation Techniques](/content/csdl/proceedings-article/icdm/2003/19780099/12OmNAGepVs/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 99

by [Hillol Kargupta](/content/csdl/search/default?type=author&givenName=Hillol&surname=Kargupta/index.html), [Souptik Datta](/content/csdl/search/default?type=author&givenName=Souptik&surname=Datta/index.html), [Qi Wang](/content/csdl/search/default?type=author&givenName=Qi&surname=Wang/index.html), [Krishnamoorthy Sivakumar](/content/csdl/search/default?type=author&givenName=Krishnamoorthy&surname=Sivakumar/index.html)

Research-Track Regular Papers

[Semantic Log Analysis Based on a User Query Behavior Model](/content/csdl/proceedings-article/icdm/2003/19780107/12OmNxFaLBS/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 107

by [Kawamae Noriaki](/content/csdl/search/default?type=author&givenName=Kawamae&surname=Noriaki/index.html), [Mukaigaito Takeya](/content/csdl/search/default?type=author&givenName=Mukaigaito&surname=Takeya/index.html), [Hanaki Miyoshi](/content/csdl/search/default?type=author&givenName=Hanaki&surname=Miyoshi/index.html)

Research-Track Regular Papers

[Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research](/content/csdl/proceedings-article/icdm/2003/19780115/12OmNym2bXr/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 115

by [Eamonn Keogh](/content/csdl/search/default?type=author&givenName=Eamonn&surname=Keogh/index.html), [Jessica Lin](/content/csdl/search/default?type=author&givenName=Jessica&surname=Lin/index.html), [Wagner Truppel](/content/csdl/search/default?type=author&givenName=Wagner&surname=Truppel/index.html)

Research-Track Regular Papers

[Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift](/content/csdl/proceedings-article/icdm/2003/19780123/12OmNxIRxUW/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 123

by [Jeremy Z. Kolter](/content/csdl/search/default?type=author&givenName=Jeremy%20Z.&surname=Kolter/index.html), [Marcus A. Maloof](/content/csdl/search/default?type=author&givenName=Marcus%20A.&surname=Maloof/index.html)

Research-Track Regular Papers

[Probabilistic Noise Identification and Data Cleaning](/content/csdl/proceedings-article/icdm/2003/19780131/12OmNzcPAqS/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 131

by [Jeremy Kubica](/content/csdl/search/default?type=author&givenName=Jeremy&surname=Kubica/index.html), [Andrew Moore](/content/csdl/search/default?type=author&givenName=Andrew&surname=Moore/index.html)

Research-Track Regular Papers

[Localized Prediction of Continuous Target Variables Using Hierarchical Clustering](/content/csdl/proceedings-article/icdm/2003/19780139/12OmNynJMQT/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 139

by [Aleksandar Lazarevic](/content/csdl/search/default?type=author&givenName=Aleksandar&surname=Lazarevic/index.html), [Ramdev Kanapady](/content/csdl/search/default?type=author&givenName=Ramdev&surname=Kanapady/index.html), [Chandrika Kamath](/content/csdl/search/default?type=author&givenName=Chandrika&surname=Kamath/index.html), [Vipin Kumar](/content/csdl/search/default?type=author&givenName=Vipin&surname=Kumar/index.html), [Kumar Tamma](/content/csdl/search/default?type=author&givenName=Kumar&surname=Tamma/index.html)

Research-Track Regular Papers

[An Algebra for Inductive Query Evaluation](/content/csdl/proceedings-article/icdm/2003/19780147/12OmNzayNgO/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 147

by [Sau Dan Lee](/content/csdl/search/default?type=author&givenName=Sau%20Dan&surname=Lee/index.html), [Luc De Raedt](/content/csdl/search/default?type=author&givenName=Luc%20De&surname=Raedt/index.html)

Research-Track Regular Papers

[Direct Interesting Rule Generation](/content/csdl/proceedings-article/icdm/2003/19780155/12OmNzh5z0R/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 155

by [Jiuyong Li](/content/csdl/search/default?type=author&givenName=Jiuyong&surname=Li/index.html), [Yanchun Zhang](/content/csdl/search/default?type=author&givenName=Yanchun&surname=Zhang/index.html)

Research-Track Regular Papers

[Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data](/content/csdl/proceedings-article/icdm/2003/19780163/12OmNzsJ7Ci/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 163

by [Qi Li](/content/csdl/search/default?type=author&givenName=Qi&surname=Li/index.html), [Jieping Ye](/content/csdl/search/default?type=author&givenName=Jieping&surname=Ye/index.html), [Chandra Kambhamettu](/content/csdl/search/default?type=author&givenName=Chandra&surname=Kambhamettu/index.html)

Research-Track Regular Papers

[Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis](/content/csdl/proceedings-article/icdm/2003/19780171/12OmNwF0BRb/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 171

by [Shou-de Lin](/content/csdl/search/default?type=author&givenName=Shou-de&surname=Lin/index.html), [Hans Chalupsky](/content/csdl/search/default?type=author&givenName=Hans&surname=Chalupsky/index.html)

Research-Track Regular Papers

[Building Text Classifiers Using Positive and Unlabeled Examples](/content/csdl/proceedings-article/icdm/2003/19780179/12OmNAWYKJN/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 179

by [Bing Liu](/content/csdl/search/default?type=author&givenName=Bing&surname=Liu/index.html), [Yang Dai](/content/csdl/search/default?type=author&givenName=Yang&surname=Dai/index.html), [Xiaoli Li](/content/csdl/search/default?type=author&givenName=Xiaoli&surname=Li/index.html), [Wee Sun Lee](/content/csdl/search/default?type=author&givenName=Wee%20Sun&surname=Lee/index.html), [Philip S. Yu](/content/csdl/search/default?type=author&givenName=Philip%20S.&surname=Yu/index.html)

Research-Track Regular Papers

[OP-Cluster: Clustering by Tendency in High Dimensional Space](/content/csdl/proceedings-article/icdm/2003/19780187/12OmNyv7mn9/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 187

by [Jinze Liu](/content/csdl/search/default?type=author&givenName=Jinze&surname=Liu/index.html), [Wei Wang](/content/csdl/search/default?type=author&givenName=Wei&surname=Wang/index.html)

Research-Track Regular Papers

[Parsing Without a Grammar: Making Sense of Unknown File Formats](/content/csdl/proceedings-article/icdm/2003/19780195/12OmNylboCB/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 195

by [Levon Lloyd](/content/csdl/search/default?type=author&givenName=Levon&surname=Lloyd/index.html), [Steven Skiena](/content/csdl/search/default?type=author&givenName=Steven&surname=Skiena/index.html)

Research-Track Regular Papers

[Probabilistic User Behavior Models](/content/csdl/proceedings-article/icdm/2003/19780203/12OmNApu5js/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 203

by [Eren Manavoglu](/content/csdl/search/default?type=author&givenName=Eren&surname=Manavoglu/index.html), [Dmitry Pavlov](/content/csdl/search/default?type=author&givenName=Dmitry&surname=Pavlov/index.html), [C. Lee Giles](/content/csdl/search/default?type=author&givenName=C.%20Lee&surname=Giles/index.html)

Research-Track Regular Papers

[Privacy-preserving Distributed Clustering using Generative Models](/content/csdl/proceedings-article/icdm/2003/19780211/12OmNzWfoUp/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 211

by [Srujana Merugu](/content/csdl/search/default?type=author&givenName=Srujana&surname=Merugu/index.html), [Joydeep Ghosh](/content/csdl/search/default?type=author&givenName=Joydeep&surname=Ghosh/index.html)

Research-Track Regular Papers

[Change Profiles](/content/csdl/proceedings-article/icdm/2003/19780219/12OmNxxdZJY/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 219

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

Research-Track Regular Papers

[Complex Spatial Relationships](/content/csdl/proceedings-article/icdm/2003/19780227/12OmNAGepYA/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 227

by [Robert Munro](/content/csdl/search/default?type=author&givenName=Robert&surname=Munro/index.html), [Sanjay Chawla](/content/csdl/search/default?type=author&givenName=Sanjay&surname=Chawla/index.html), [Pei Sun](/content/csdl/search/default?type=author&givenName=Pei&surname=Sun/index.html)

Research-Track Regular Papers

[TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model](/content/csdl/proceedings-article/icdm/2003/19780235/12OmNAWH9sy/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 235

by [Olfa Nasraoui](/content/csdl/search/default?type=author&givenName=Olfa&surname=Nasraoui/index.html), [Cesar Cardona Uribe](/content/csdl/search/default?type=author&givenName=Cesar%20Cardona&surname=Uribe/index.html), [Carlos Rojas Coronel](/content/csdl/search/default?type=author&givenName=Carlos%20Rojas&surname=Coronel/index.html), [Fabio Gonzalez](/content/csdl/search/default?type=author&givenName=Fabio&surname=Gonzalez/index.html)

Research-Track Regular Papers

[Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions](/content/csdl/proceedings-article/icdm/2003/19780243/12OmNwFicX1/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 243

by [Cheong Hee Park](/content/csdl/search/default?type=author&givenName=Cheong%20Hee&surname=Park/index.html), [Haesun Park](/content/csdl/search/default?type=author&givenName=Haesun&surname=Park/index.html)

Research-Track Regular Papers

[Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions](/content/csdl/proceedings-article/icdm/2003/19780251/12OmNyQGRZT/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 251

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

Research-Track Regular Papers

[MaPle: A Fast Algorithm for Maximal Pattern-based Clustering](/content/csdl/proceedings-article/icdm/2003/19780259/12OmNAoUT0E/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 259

by [Jian Pei](/content/csdl/search/default?type=author&givenName=Jian&surname=Pei/index.html), [Xiaoling Zhang](/content/csdl/search/default?type=author&givenName=Xiaoling&surname=Zhang/index.html), [Moonjung Cho](/content/csdl/search/default?type=author&givenName=Moonjung&surname=Cho/index.html), [Haixun Wang](/content/csdl/search/default?type=author&givenName=Haixun&surname=Wang/index.html), [Philip S. Yu](/content/csdl/search/default?type=author&givenName=Philip%20S.&surname=Yu/index.html)

Research-Track Regular Papers

[Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining](/content/csdl/proceedings-article/icdm/2003/19780267/12OmNAPjA7z/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 267

by [Kang Peng](/content/csdl/search/default?type=author&givenName=Kang&surname=Peng/index.html), [Slobodan Vucetic](/content/csdl/search/default?type=author&givenName=Slobodan&surname=Vucetic/index.html), [Bo Han](/content/csdl/search/default?type=author&givenName=Bo&surname=Han/index.html), [Hongbo Xie](/content/csdl/search/default?type=author&givenName=Hongbo&surname=Xie/index.html), [Zoran Obradovic](/content/csdl/search/default?type=author&givenName=Zoran&surname=Obradovic/index.html)

Research-Track Regular Papers

[Statistical Relational Learning for Document Mining](/content/csdl/proceedings-article/icdm/2003/19780275/12OmNwKoZeQ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 275

by [Alexandrin Popescul](/content/csdl/search/default?type=author&givenName=Alexandrin&surname=Popescul/index.html), [Lyle H. Ungar](/content/csdl/search/default?type=author&givenName=Lyle%20H.&surname=Ungar/index.html), [Steve Lawrence](/content/csdl/search/default?type=author&givenName=Steve&surname=Lawrence/index.html), [David M. Pennock](/content/csdl/search/default?type=author&givenName=David%20M.&surname=Pennock/index.html)

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[Integrating Customer Value Considerations into Predictive Modeling](/content/csdl/proceedings-article/icdm/2003/19780283/12OmNyUWR66/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 283

by [Saharon Rosset](/content/csdl/search/default?type=author&givenName=Saharon&surname=Rosset/index.html), [Einat Neumann](/content/csdl/search/default?type=author&givenName=Einat&surname=Neumann/index.html)

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[A High-Performance Distributed Algorithm for Mining Association Rules](/content/csdl/proceedings-article/icdm/2003/19780291/12OmNs0TKHl/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 291

by [Assaf Schuster](/content/csdl/search/default?type=author&givenName=Assaf&surname=Schuster/index.html), [Ran Wolff](/content/csdl/search/default?type=author&givenName=Ran&surname=Wolff/index.html), [Dan Trock](/content/csdl/search/default?type=author&givenName=Dan&surname=Trock/index.html)

Research-Track Regular Papers

[Introducing Uncertainty into Pattern Discovery in Temporal Event Sequences](/content/csdl/proceedings-article/icdm/2003/19780299/12OmNvlxJyo/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 299

by [Xingzhi Sun](/content/csdl/search/default?type=author&givenName=Xingzhi&surname=Sun/index.html), [Maria E. Orlowska](/content/csdl/search/default?type=author&givenName=Maria%20E.&surname=Orlowska/index.html), [Xue Li](/content/csdl/search/default?type=author&givenName=Xue&surname=Li/index.html)

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[Evolutionary Gabor Filter Optimization with Application to Vehicle Detection](/content/csdl/proceedings-article/icdm/2003/19780307/12OmNxXCGMn/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 307

by [Zehang Sun](/content/csdl/search/default?type=author&givenName=Zehang&surname=Sun/index.html), [George Bebis](/content/csdl/search/default?type=author&givenName=George&surname=Bebis/index.html), [Ronald Miller](/content/csdl/search/default?type=author&givenName=Ronald&surname=Miller/index.html)

Research-Track Regular Papers

[Detecting Interesting Exceptions from Medical Test Data with Visual Summarization](/content/csdl/proceedings-article/icdm/2003/19780315/12OmNyjLoOQ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 315

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[Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering](/content/csdl/proceedings-article/icdm/2003/19780561/12OmNxwENxQ/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 561

by [Mehmet Kaya](/content/csdl/search/default?type=author&givenName=Mehmet&surname=Kaya/index.html), [Reda Alhajj](/content/csdl/search/default?type=author&givenName=Reda&surname=Alhajj/index.html)

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[PixelMaps: A New Visual Data Mining Approach for Analyzing Large Spatial Data Sets](/content/csdl/proceedings-article/icdm/2003/19780565/12OmNz4SOA9/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 565

by [Daniel A. Keim](/content/csdl/search/default?type=author&givenName=Daniel%20A.&surname=Keim/index.html), [Christian Panse](/content/csdl/search/default?type=author&givenName=Christian&surname=Panse/index.html), [Mike Sips](/content/csdl/search/default?type=author&givenName=Mike&surname=Sips/index.html), [Stephen C. North](/content/csdl/search/default?type=author&givenName=Stephen%20C.&surname=North/index.html)

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[Effectiveness of Information Extraction, Multi-Relational, and Semi-Supervised Learning for Predicting Functional Properties of Genes](/content/csdl/proceedings-article/icdm/2003/19780569/12OmNBubOOe/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 569

by [Mark-A. Krogel](/content/csdl/search/default?type=author&givenName=Mark-A.&surname=Krogel/index.html), [Tobias Scheffer](/content/csdl/search/default?type=author&givenName=Tobias&surname=Scheffer/index.html)

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[Tractable Group Detection on Large Link Data Sets](/content/csdl/proceedings-article/icdm/2003/19780573/12OmNB7tUp7/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 573

by [Jeremy Kubica](/content/csdl/search/default?type=author&givenName=Jeremy&surname=Kubica/index.html), [Andrew Moore](/content/csdl/search/default?type=author&givenName=Andrew&surname=Moore/index.html), [Jeff Schneider](/content/csdl/search/default?type=author&givenName=Jeff&surname=Schneider/index.html)

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[Tree-structured Partitioning Based on Splitting Histograms of Distances](/content/csdl/proceedings-article/icdm/2003/19780577/12OmNxZBSAj/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 577

by [Longin Jan Latecki](/content/csdl/search/default?type=author&givenName=Longin%20Jan&surname=Latecki/index.html), [Rajagopal Venugopal](/content/csdl/search/default?type=author&givenName=Rajagopal&surname=Venugopal/index.html), [Marc Sobel](/content/csdl/search/default?type=author&givenName=Marc&surname=Sobel/index.html), [Steve Horvath](/content/csdl/search/default?type=author&givenName=Steve&surname=Horvath/index.html)

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[CoMine: Efficient Mining of Correlated Patterns](/content/csdl/proceedings-article/icdm/2003/19780581/12OmNyuy9JO/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 581

by [Young-Koo Lee](/content/csdl/search/default?type=author&givenName=Young-Koo&surname=Lee/index.html), [Won-Young Kim](/content/csdl/search/default?type=author&givenName=Won-Young&surname=Kim/index.html), [Y. Dora Cai](/content/csdl/search/default?type=author&givenName=Y.%20Dora&surname=Cai/index.html), [Jiawei Han](/content/csdl/search/default?type=author&givenName=Jiawei&surname=Han/index.html)

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[Ensembles of Cascading Trees](/content/csdl/proceedings-article/icdm/2003/19780585/12OmNCd2rCN/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 585

by [Jinyan Li](/content/csdl/search/default?type=author&givenName=Jinyan&surname=Li/index.html), [Huiqing Liu](/content/csdl/search/default?type=author&givenName=Huiqing&surname=Liu/index.html)

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[Using Discriminant Analysis for Multi-class Classification](/content/csdl/proceedings-article/icdm/2003/19780589/12OmNvqEvOq/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 589

by [Tao Li](/content/csdl/search/default?type=author&givenName=Tao&surname=Li/index.html), [Shenghuo Zhu](/content/csdl/search/default?type=author&givenName=Shenghuo&surname=Zhu/index.html), [Mitsunori Ogihara](/content/csdl/search/default?type=author&givenName=Mitsunori&surname=Ogihara/index.html)

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[Interpretations of Association Rules by Granular Computing](/content/csdl/proceedings-article/icdm/2003/19780593/12OmNB9bvjf/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 593

by [Yuefeng Li](/content/csdl/search/default?type=author&givenName=Yuefeng&surname=Li/index.html), [Ning Zhong](/content/csdl/search/default?type=author&givenName=Ning&surname=Zhong/index.html)

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