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Fourth IEEE International Conference on Data Mining (ICDM'04)

Nov. 1 2004 to Nov. 4 2004

Brighton, United Kingdom

ISBN: 0-7695-2142-8

Table of Contents

Papers
Steering CommitteeFreely available from IEEE.pp. xvi
Non-PC reviewersFreely available from IEEE.pp. xx,xxi
Invited talks [breaker page]Freely available from IEEE.pp. 579
WorkshopsFreely available from IEEE.pp. 581
Welcome to ICDM 2004Freely available from IEEE.pp. xiii,xiv
Conference organizationFreely available from IEEE.pp. xv
Regular Papers
Detection of Significant Sets of Episodes in Event SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 3-10
by Mikhail Atallah, Robert Gwadera, Wojciech Szpankowski
Regular Papers
Subspace Selection for Clustering High-Dimensional DataFull-text access may be available. Sign in or learn about subscription options.pp. 11-18
by Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kr?ger
Regular Papers
Multi-View ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 19-26
by Steffen Bickel, Tobias Scheffer
Regular Papers
Density Connected Clustering with Local Subspace PreferencesFull-text access may be available. Sign in or learn about subscription options.pp. 27-34
by Christian B?, Karin Kailing, Hans-Peter Kriegel, Peer Kr?ger
Regular Papers
On Closed Constrained Frequent Pattern MiningFull-text access may be available. Sign in or learn about subscription options.pp. 35-42
by Francesco Bonchi, Claudio Lucchese
Regular Papers
Efficient Density-Based Clustering of Complex ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 43-50
by Stefan Brecheisen,, Hans-Peter Kriegel, Martin Pfeifle
Regular Papers
Test-Cost Sensitive Naive Bayes ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 51-58
by Xiaoyong Chai, Lin Deng, Qiang Yang, Charles X. Ling
Regular Papers
Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding WindowFull-text access may be available. Sign in or learn about subscription options.pp. 59-66
by Yun Chi, Haixun Wang, Philip S. Yu, Richard R. Muntz
Regular Papers
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed DataFull-text access may be available. Sign in or learn about subscription options.pp. 67-74
by Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
Regular Papers
Non-Redundant Data ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 75-82
by David Gondek, Thomas Hofmann
Regular Papers
Fast and Exact Out-of-Core K-Means ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 83-90
by Anjan Goswami, Ruoming Jin, Gagan Agrawal
Regular Papers
Mining Frequent Itemsets from Secondary MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 91-98
by G?sta Grahne, Jianfei Zhu
Regular Papers
A Bayesian Framework for Regularized SVM Parameter EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 99-105
by Jens Gregor, Zhenqiu Liu
Regular Papers
Unimodal Segmentation of SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 106-113
by Niina Haiminen, Aristides Gionis
Regular Papers
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent SetsFull-text access may be available. Sign in or learn about subscription options.pp. 114-121
by Heli Hiisil?, Ella Bingham
Regular Papers
Mass Spectrum Labeling: Theory and PracticeFull-text access may be available. Sign in or learn about subscription options.pp. 122-129
by Z. Huang, L. Chen, J-Y. Cai, D. Gross, D. Musicant, R. Ramakrishnan, J. Schauer, S. J. Wright
Regular Papers
Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 130-137
by Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant Honavar
Regular Papers
Semi-Supervised Mixture-of-Experts ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 138-145
by Grigoris Karakoulas, Ruslan Salakhutdinov
Regular Papers
Transduction and Typicalness for Quality Assessment of Individual Classifications in Machine Learning and Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 146-153
by Matjaz Kukar
Regular Papers
Mining Associations by Linear InequalitiesFull-text access may be available. Sign in or learn about subscription options.pp. 154-161
by Tsay Young Lin
Regular Papers
Improving Text Classification using Local Latent Semantic IndexingFull-text access may be available. Sign in or learn about subscription options.pp. 162-169
by Tao Liu, Zheng Chen, Benyu Zhang, Wei-ying Ma, Gongyi Wu
Regular Papers
Dependency Networks for Relational DataFull-text access may be available. Sign in or learn about subscription options.pp. 170-177
by Jennifer Neville, David Jensen
Regular Papers
Hybrid Pre-Query Term Expansion using Latent Semantic AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 178-185
by Laurence A. F. Park, Kotagiri Ramamohanarao
Regular Papers
SCHISM: A New Approach for Interesting Subspace MiningFull-text access may be available. Sign in or learn about subscription options.pp. 186-193
by Karlton Sequeira, Mohammed Zaki
Regular Papers
A Transaction-Based Neighbourhood-Driven Approach to Quantifying Interestingness of Association RulesFull-text access may be available. Sign in or learn about subscription options.pp. 194-201
by B. Shekar, Rajesh Natarajan
Regular Papers
Probabilistic Principal Surfaces for Yeast Gene Microarray Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 202-208
by Antonino Staiano, Lara De Vinco, Angelo Ciaramella, Giancarlo Raiconi, Roberto Tagliaferri, Roberto Amato, Giuseppe Longo, Ciro Donalek, Gennaro Miele, Diego Di Bernardo
Regular Papers
On Local Spatial OutliersFull-text access may be available. Sign in or learn about subscription options.pp. 209-216
by Pei Sun, Sanjay Chawla
Regular Papers
MMAC: A New Multi-Class, Multi-Label Associative Classification ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 217-224
by Fadi A. Thabtah, Peter Cowling, Yonghong Peng
Regular Papers
Analysis of Consensus Partition in Cluster EnsembleFull-text access may be available. Sign in or learn about subscription options.pp. 225-232
by Alexander P. Topchy, Martin H. C. Law, Anil K. Jain, Ana L. Fred
Regular Papers
Privacy-Preserving Outlier DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 233-240
by Jaideep Vaidya, Chris Clifton
Regular Papers
SUMMARY: Efficiently Summarizing Transactions for ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 241-248
by Jianyong Wang, George Karypis
Regular Papers
Bottom-Up Generalization: A Data Mining Solution to Privacy ProtectionFull-text access may be available. Sign in or learn about subscription options.pp. 249-256
by Ke Wang, Philip S. Yu, Sourav Chakraborty
Regular Papers
A Probabilistic Approach for Adapting Information Extraction Wrappers and Discovering New AttributesFull-text access may be available. Sign in or learn about subscription options.pp. 257-264
by Tak-Lam Wong, Wai Lam
Regular Papers
Aligning Boundary in Kernel Space for Learning Imbalanced DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 265-272
by Gang Wu, Edward Y. Chang
Regular Papers
IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 273-280
by Gui-Rong Xue, Dou Shen, Qiang Yang, Hua-Jun Zeng, Zheng Chen, Yong Yu, WenSi Xi, Wei-Ying Ma
Regular Papers
A Polygonal Line Algorithm based Nonlinear Feature Extraction MethodFull-text access may be available. Sign in or learn about subscription options.pp. 281-288
by Feng Zhang
Regular Papers
AVT-NBL: An Algorithm for Learning Compact and Accurate Na?ve Bayes Classifiers from Attribute Value Taxonomies and DataFull-text access may be available. Sign in or learn about subscription options.pp. 289-296
by Jun Zhang, Vasant Honavar
Regular Papers
Cost-Guided Class Noise Handling for Effective Cost-Sensitive LearningFull-text access may be available. Sign in or learn about subscription options.pp. 297-304
by Xingquan Zhu, Xindong Wu
Regular Papers
Dynamic Classifier Selection for Effective Mining from Noisy Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 305-312
by Xingquan Zhu, Xindong Wu, Ying Yang
Short Papers
Detecting Patterns of Appliances from Total Load Data Using a Dynamic Programming ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 327-330
by Michael Baranski, J?rgen Voss
A machine learning approach to improve congestion control over wireless computer networksFull-text access may be available. Sign in or learn about subscription options.pp. 383-386
by P. Geurts, I. El Khayat, G. Leduc
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