Advances in Knowledge Discovery and Data Mining: 6th Pacific-Asia Conference, PAKDD 2002 Taipei, Taiwan, May 6–8, 2002 Proceedings

Privacy Preserving Data Mining: Challenges and Opportunities....Pages 1-12
A Case for Analytical Customer Relationship Management....Pages 13-13
On Data Clustering Analysis: Scalability, Constraints, and Validation....Pages 14-27
Discovering Numeric Association Rules via Evolutionary Algorithm....Pages 28-39
Efficient Rule Retrieval and Postponed Restrict Operations for Association Rule Mining....Pages 40-51
Association Rule Mining on Remotely Sensed Images Using P-trees....Pages 52-65
On the Efficiency of Association-Rule Mining Algorithms....Pages 66-79
A Function-Based Classifier Learning Scheme Using Genetic Programming....Pages 80-91
SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning....Pages 92-103
A Method to Boost Naïve Bayesian Classifiers....Pages 104-114
Toward Bayesian Classifiers with Accurate Probabilities....Pages 115-122
Pruning Redundant Association Rules Using Maximum Entropy Principle....Pages 123-134
A Confidence-Lift Support Specification for Interesting Associations Mining....Pages 135-147
Concise Representation of Frequent Patterns Based on Generalized Disjunction-Free Generators....Pages 148-158
Mining Interesting Association Rules: A Data Mining Language....Pages 159-171
The Lorenz Dominance Order as a Measure of Interestingness in KDD....Pages 172-176
Efficient Algorithms for Incremental Update of Frequent Sequences....Pages 177-185
DELISP: Efficient Discovery of Generalized Sequential Patterns by Delimited Pattern-Growth Technology....Pages 186-197
Self-Similarity for Data Mining and Predictive Modeling A Case Study for Network Data....Pages 198-209
A New Mechanism of Mining Network Behavior....Pages 210-217
M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining....Pages 218-223
An Incremental Hierarchical Data Clustering Algorithm Based on Gravity Theory....Pages 224-236
Adding Personality to Information Clustering....Pages 237-250
Clustering Large Categorical Data....Pages 251-256
WebFrame: In Pursuit of Computationally and Cognitively Efficient Web Mining....Pages 257-263
 Naviz :Website Navigational Behavior Visualizer....Pages 264-275
Optimal Algorithms for Finding User Access Sessions from Very Large Web Logs....Pages 276-289
Automatic Information Extraction for Multiple Singular Web Pages....Pages 290-296
An Improved Approach for the Discovery of Causal Models via MML....Pages 297-303
SETM*-MaxK: An Efficient SET-Based Approach to Find the Largest Itemset....Pages 304-315
Discovery of Ordinal Association Rules....Pages 316-321
Value Added Association Rules....Pages 322-327
Top Down FP-Growth for Association Rule Mining....Pages 328-333
Discovery of Frequent Tag Tree Patterns in Semistructured Web Documents....Pages 334-340
Extracting Characteristic Structures among Words in Semistructured Documents....Pages 341-355
An Efficient Algorithm for Incremental Update of Concept Spaces....Pages 356-367
Efficient Constraint-Based Exploratory Mining on Large Data Cubes....Pages 368-380
Efficient Utilization of Materialized Views in a Data Warehouse....Pages 381-392
Mining Interesting Rules in Meningitis Data by Cooperatively Using GDT-RS and RSBR....Pages 393-404
Evaluation of Techniques for Classifying Biological Sequences....Pages 405-416
Efficiently Mining Gene Expression Data via Integrated Clustering and Validation Techniques....Pages 417-431
Adaptive Generalized Estimation Equation with Bayes Classifier for the Job Assignment Problem....Pages 432-437
GEC: An Evolutionary Approach for Evolving Classifiers....Pages 438-449
An Efficient Single-Scan Algorithm for Mining Essential Jumping Emerging Patterns for Classification....Pages 450-455
A Method to Boost Support Vector Machines....Pages 456-462
Distribution Discovery: Local Analysis of Temporal Rules....Pages 463-468
News Sensitive Stock Trend Prediction....Pages 469-480
User Profiling for Intrusion Detection Using Dynamic and Static Behavioral Models....Pages 481-493
Incremental Extraction of Keyterms for Classifying Multilingual Documents in the Web....Pages 494-505
 k -nearest Neighbor Classification on Spatial Data Streams Using P-trees....Pages 506-516
Interactive Construction of Classification Rules....Pages 517-528
Enhancing Effectiveness of Outlier Detections for Low Density Patterns....Pages 529-534
Cluster-Based Algorithms for Dealing with Missing Values....Pages 535-548
Extracting Causation Knowledge from Natural Language Texts....Pages 549-554
Mining Relationship Graphs for Effective Business Objectives....Pages 555-560
....Pages 561-566