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 Full-text access may be available. Sign in or learn about subscription options.
Welcome to ICDM 2003 Freely available from IEEE.pp. xiv
Conference Organization Freely available from IEEE.pp. xvi
Steering Committee Freely available from IEEE.pp. xvii
Program Committee Freely available from IEEE.pp. xviii
External Reviewers Freely available from IEEE.pp. xxii
Corporate Sponsors Freely available from IEEE.pp. xxiv
Invited Talks Freely available from IEEE.pp. 751
Tutorials Full-text access may be available. Sign in or learn about subscription options.pp. 752
Workshops Freely available from IEEE.pp. 753
Research-Track Regular Papers
Efficient Multidimensional Quantitative Hypotheses Generation Full-text access may be available. Sign in or learn about subscription options.pp. 3
by Amihood Amir, Reuven Kashi, Nathan S. Netanyahu
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ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraints Full-text access may be available. Sign in or learn about subscription options.pp. 11
by Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
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Mining High Utility Itemsets Full-text access may be available. Sign in or learn about subscription options.pp. 19
by Raymond Chan, Qiang Yang, Yi-Dong Shen
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Zigzag: a new algorithm for mining large inclusion dependencies in databases Full-text access may be available. Sign in or learn about subscription options.pp. 27
by Fabien De Marchi, Jean-Marc Petit
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Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds Full-text access may be available. Sign in or learn about subscription options.pp. 35
by Mukund Deshpande, Michihiro Kuramochi, George Karypis
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Optimized Disjunctive Association Rules via Sampling Full-text access may be available. Sign in or learn about subscription options.pp. 43
by J. Elble, C. Heeren, L. Pitt
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Is random model better? On its accuracy and efficiency Full-text access may be available. Sign in or learn about subscription options.pp. 51
by Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma
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Identifying Markov Blankets with Decision Tree Induction Full-text access may be available. Sign in or learn about subscription options.pp. 59
by Lewis Frey, Douglas Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander Statnikov
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Reliable Detection of Episodes in Event Sequences Full-text access may be available. Sign in or learn about subscription options.pp. 67
by Robert Gwadera, Mikhail Atallah, Wojciech Szpankowski
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A Dynamic Adaptive Self-Organising Hybrid Model for Text Clustering Full-text access may be available. Sign in or learn about subscription options.pp. 75
by Chihli Hung, Stefan Wermter
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Mining Significant Pairs of Patterns from Graph Structures with Class Labels Full-text access may be available. Sign in or learn about subscription options.pp. 83
by Akihiro Inokuchi, Hisashi Kashima
Scalable model-based clustering by working on data summaries Full-text access may be available. Sign in or learn about subscription options.pp. 91-98
by Huidong Jin, Man-Leung Wong, Kwong-Sak Leung
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On the Privacy Preserving Properties of Random Data Perturbation Techniques Full-text access may be available. Sign in or learn about subscription options.pp. 99
by Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
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Semantic Log Analysis Based on a User Query Behavior Model Full-text access may be available. Sign in or learn about subscription options.pp. 107
by Kawamae Noriaki, Mukaigaito Takeya, Hanaki Miyoshi
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Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research Full-text access may be available. Sign in or learn about subscription options.pp. 115
by Eamonn Keogh, Jessica Lin, Wagner Truppel
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Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift Full-text access may be available. Sign in or learn about subscription options.pp. 123
by Jeremy Z. Kolter, Marcus A. Maloof
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Probabilistic Noise Identification and Data Cleaning Full-text access may be available. Sign in or learn about subscription options.pp. 131
by Jeremy Kubica, Andrew Moore
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Localized Prediction of Continuous Target Variables Using Hierarchical Clustering Full-text access may be available. Sign in or learn about subscription options.pp. 139
by Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar Tamma
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An Algebra for Inductive Query Evaluation Full-text access may be available. Sign in or learn about subscription options.pp. 147
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Direct Interesting Rule Generation Full-text access may be available. Sign in or learn about subscription options.pp. 155
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Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data Full-text access may be available. Sign in or learn about subscription options.pp. 163
by Qi Li, Jieping Ye, Chandra Kambhamettu
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Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis Full-text access may be available. Sign in or learn about subscription options.pp. 171
by Shou-de Lin, Hans Chalupsky
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Building Text Classifiers Using Positive and Unlabeled Examples Full-text access may be available. Sign in or learn about subscription options.pp. 179
by Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu
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OP-Cluster: Clustering by Tendency in High Dimensional Space Full-text access may be available. Sign in or learn about subscription options.pp. 187
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Parsing Without a Grammar: Making Sense of Unknown File Formats Full-text access may be available. Sign in or learn about subscription options.pp. 195
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Probabilistic User Behavior Models Full-text access may be available. Sign in or learn about subscription options.pp. 203
by Eren Manavoglu, Dmitry Pavlov, C. Lee Giles
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Privacy-preserving Distributed Clustering using Generative Models Full-text access may be available. Sign in or learn about subscription options.pp. 211
by Srujana Merugu, Joydeep Ghosh
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Change Profiles Full-text access may be available. Sign in or learn about subscription options.pp. 219
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Complex Spatial Relationships Full-text access may be available. Sign in or learn about subscription options.pp. 227
by Robert Munro, Sanjay Chawla, Pei Sun
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TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model Full-text access may be available. Sign in or learn about subscription options.pp. 235
by Olfa Nasraoui, Cesar Cardona Uribe, Carlos Rojas Coronel, Fabio Gonzalez
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Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions Full-text access may be available. Sign in or learn about subscription options.pp. 243
by Cheong Hee Park, Haesun Park
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Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions Full-text access may be available. Sign in or learn about subscription options.pp. 251
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MaPle: A Fast Algorithm for Maximal Pattern-based Clustering Full-text access may be available. Sign in or learn about subscription options.pp. 259
by Jian Pei, Xiaoling Zhang, Moonjung Cho, Haixun Wang, Philip S. Yu
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Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining Full-text access may be available. Sign in or learn about subscription options.pp. 267
by Kang Peng, Slobodan Vucetic, Bo Han, Hongbo Xie, Zoran Obradovic
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Statistical Relational Learning for Document Mining Full-text access may be available. Sign in or learn about subscription options.pp. 275
by Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock
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Integrating Customer Value Considerations into Predictive Modeling Full-text access may be available. Sign in or learn about subscription options.pp. 283
by Saharon Rosset, Einat Neumann
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A High-Performance Distributed Algorithm for Mining Association Rules Full-text access may be available. Sign in or learn about subscription options.pp. 291
by Assaf Schuster, Ran Wolff, Dan Trock
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Introducing Uncertainty into Pattern Discovery in Temporal Event Sequences Full-text access may be available. Sign in or learn about subscription options.pp. 299
by Xingzhi Sun, Maria E. Orlowska, Xue Li
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Evolutionary Gabor Filter Optimization with Application to Vehicle Detection Full-text access may be available. Sign in or learn about subscription options.pp. 307
by Zehang Sun, George Bebis, Ronald Miller
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Detecting Interesting Exceptions from Medical Test Data with Visual Summarization Full-text access may be available. Sign in or learn about subscription options.pp. 315
by Einoshin Suzuki, Takeshi Watanabe, Hideto Yokoi, Katsuhiko Takabayashi
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Learning Bayesian Networks from Incomplete Data Based on EMI Method Full-text access may be available. Sign in or learn about subscription options.pp. 323
by Fengzhan Tian, Hongwei Zhang, Yuchang Lu
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Combining Multiple Weak Clusterings Full-text access may be available. Sign in or learn about subscription options.pp. 331
by Alexander Topchy, Anil K. Jain, William Punch
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Visualization of Rule's Similarity using Multidimensional Scaling Full-text access may be available. Sign in or learn about subscription options.pp. 339
by Shusaku Tsumoto, Shoji Hirano
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TSP: Mining Top-K Closed Sequential Patterns Full-text access may be available. Sign in or learn about subscription options.pp. 347
by Petre Tzvetkov, Xifeng Yan, Jiawei Han
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Interactive Visualization and Navigation in Large Data Collections using the Hyperbolic Space Full-text access may be available. Sign in or learn about subscription options.pp. 355
by J? Walter, J? Ontrup, Daniel Wessling, Helge Ritter
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Association Rule Mining in Peer-to-Peer Systems Full-text access may be available. Sign in or learn about subscription options.pp. 363
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MPIS: Maximal-Profit Item Selection with Cross-Selling Considerations Full-text access may be available. Sign in or learn about subscription options.pp. 371
by Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang
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Efficient Data Mining for Maximal Frequent Subtrees Full-text access may be available. Sign in or learn about subscription options.pp. 379
by Yongqiao Xiao, Jenq-Foung Yao, Zhigang Li, Margaret H. Dunham
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Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution Full-text access may be available. Sign in or learn about subscription options.pp. 387
by Hui Xiong, Pang-Ning Tan, Vipin Kumar
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On Precision and Recall of Multi-Attribute Data Extraction from Semistructured Sources Full-text access may be available. Sign in or learn about subscription options.pp. 395
by Guizhen Yang, Saikat Mukherjee, I. V. Ramakrishnan
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Mining Plans for Customer-Class Transformation Full-text access may be available. Sign in or learn about subscription options.pp. 403
by Qiang Yang, Hong Cheng
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Segmenting Customer Transactions Using a Pattern-Based Clustering Approach Full-text access may be available. Sign in or learn about subscription options.pp. 411
by Yinghui Yang, Balaji Padmanabhan
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A new optimization criterion for generalized discriminant analysis on undersampled problems Full-text access may be available. Sign in or learn about subscription options.pp. 419
by Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park
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Sentiment Analyzer: Extracting Sentiments about a Given Topic using Natural Language Processing Techniques Full-text access may be available. Sign in or learn about subscription options.pp. 427
by Jeonghee Yi, Tetsuya Nasukawa, Razvan Bunescu, Wayne Niblack
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Cost-Sensitive Learning by Cost-Proportionate Example Weighting Full-text access may be available. Sign in or learn about subscription options.pp. 435
by Bianca Zadrozny, John Langford, Naoki Abe
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CBC: Clustering Based Text Classification Requiring Minimal Labeled Data Full-text access may be available. Sign in or learn about subscription options.pp. 443
by Hua-Jun Zeng, Xuan-Hui Wang, Zheng Chen, Hongjun Lu, Wei-Ying Ma
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Regression Clustering Full-text access may be available. Sign in or learn about subscription options.pp. 451
by Bin Zhang
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Model-based Clustering with Soft Balancing Full-text access may be available. Sign in or learn about subscription options.pp. 459
Research-Track Short Papers
Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining Full-text access may be available. Sign in or learn about subscription options.pp. 469
Research-Track Short Papers
Analyzing High-Dimensional Data by Subspace Validity Full-text access may be available. Sign in or learn about subscription options.pp. 473
by Amihood Amir, Reuven Kashi, Nathan S. Netanyahu, Daniel Keim, Markus Wawryniuk
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Objective and Subjective Algorithms for Grouping Association Rules Full-text access may be available. Sign in or learn about subscription options.pp. 477
by Aijun An, Shakil Khan, Xiangji Huang
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Efficient Subsequence Matching in Time Series Databases Under Time and Amplitude Transformations Full-text access may be available. Sign in or learn about subscription options.pp. 481
by Tassos Argyros, Charis Ermopoulos
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A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns Full-text access may be available. Sign in or learn about subscription options.pp. 485
by James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao
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Mining Relevant Text from Unlabelled Documents Full-text access may be available. Sign in or learn about subscription options.pp. 489
by Daniel Barbar?, Carlotta Domeniconi, Ning Kang
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A User-driven and Quality-oriented Visualization for Mining Association Rules Full-text access may be available. Sign in or learn about subscription options.pp. 493
by Julien Blanchard, Fabrice Guillet, Henri Briand
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Towards Simple, Easy-to-Understand, yet Accurate Classifiers Full-text access may be available. Sign in or learn about subscription options.pp. 497
by Doina Caragea, Dianne Cook, Vasant Honavar
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Validating and Refining Clusters via Visual Rendering Full-text access may be available. Sign in or learn about subscription options.pp. 501
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Icon-based Visualization of Large High-Dimensional Datasets Full-text access may be available. Sign in or learn about subscription options.pp. 505
by Ping Chen, Chenyi Hu, Wei Ding, Heloise Lynn, Yves Simon
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Indexing and Mining Free Trees Full-text access may be available. Sign in or learn about subscription options.pp. 509
by Yun Chi, Yirong Yang, Richard R. Muntz
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T-Trees, Vertical Partitioning and Distributed Association Rule Mining Full-text access may be available. Sign in or learn about subscription options.pp. 513
by Frans Coenen, Paul Leng, Shakil Ahmed
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Information Theoretic Clustering of Sparse Co-Occurrence Data Full-text access may be available. Sign in or learn about subscription options.pp. 517
by Inderjit S. Dhillon, Yuqiang Guan
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Links Between Kleinberg?s Hubs and Authorities, Correspondence Analysis, and Markov Chains Full-text access may be available. Sign in or learn about subscription options.pp. 521
by Francois Fouss, Marco Saerens, Jean-Michel Renders
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Fast PNN-based Clustering Using K-nearest Neighbor Graph Full-text access may be available. Sign in or learn about subscription options.pp. 525
by Pasi Fr?nti, Olli Virmajoki, Ville Hautam?ki
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The Rough Set Approach to Association Rule Mining Full-text access may be available. Sign in or learn about subscription options.pp. 529
by J. W. Guan, D. A. Bell, D. Y. Liu
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Comparing Pure Parallel Ensemble Creation Techniques Against Bagging Full-text access may be available. Sign in or learn about subscription options.pp. 533
by Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich
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Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns Full-text access may be available. Sign in or learn about subscription options.pp. 537
by Edwin O. Heierman, III, Diane J. Cook
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Ontologies Improve Text Document Clustering Full-text access may be available. Sign in or learn about subscription options.pp. 541
by Andreas Hotho, Steffen Staab, Gerd Stumme
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The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation Full-text access may be available. Sign in or learn about subscription options.pp. 545
by Chun-Nan Hsu, Hao-Hsiang Chung, Han-Shen Huang
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Efficient Mining of Frequent Subgraphs in the Presence of Isomorphism Full-text access may be available. Sign in or learn about subscription options.pp. 549
by Jun Huan, Wei Wang, Jan Prins
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Comparing Naive Bayes, Decision Trees, and SVM with AUC and Accuracy Full-text access may be available. Sign in or learn about subscription options.pp. 553
by Jin Huang, Jingjing Lu, Charles X. Ling
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SVM Based Models for Predicting Foreign Currency Exchange Rates Full-text access may be available. Sign in or learn about subscription options.pp. 557
by Joarder Kamruzzaman, Ruhul A Sarker, Iftekhar Ahmad
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Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering Full-text access may be available. Sign in or learn about subscription options.pp. 561
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PixelMaps: A New Visual Data Mining Approach for Analyzing Large Spatial Data Sets Full-text access may be available. Sign in or learn about subscription options.pp. 565
by Daniel A. Keim, Christian Panse, Mike Sips, Stephen C. North
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Effectiveness of Information Extraction, Multi-Relational, and Semi-Supervised Learning for Predicting Functional Properties of Genes Full-text access may be available. Sign in or learn about subscription options.pp. 569
by Mark-A. Krogel, Tobias Scheffer
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Tractable Group Detection on Large Link Data Sets Full-text access may be available. Sign in or learn about subscription options.pp. 573
by Jeremy Kubica, Andrew Moore, Jeff Schneider
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Tree-structured Partitioning Based on Splitting Histograms of Distances Full-text access may be available. Sign in or learn about subscription options.pp. 577
by Longin Jan Latecki, Rajagopal Venugopal, Marc Sobel, Steve Horvath
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CoMine: Efficient Mining of Correlated Patterns Full-text access may be available. Sign in or learn about subscription options.pp. 581
by Young-Koo Lee, Won-Young Kim, Y. Dora Cai, Jiawei Han
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Ensembles of Cascading Trees Full-text access may be available. Sign in or learn about subscription options.pp. 585
by Jinyan Li, Huiqing Liu
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Using Discriminant Analysis for Multi-class Classification Full-text access may be available. Sign in or learn about subscription options.pp. 589
by Tao Li, Shenghuo Zhu, Mitsunori Ogihara
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Interpretations of Association Rules by Granular Computing Full-text access may be available. Sign in or learn about subscription options.pp. 593
by Yuefeng Li, Ning Zhong
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