2009新书 DESIGN AND IMPLEMENTATION OF DATA MINING TOOLS

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Chapter 1 Introduction............................................................................... 1
Chapter 2 Data Mining Techniques............................................................ 11
Chapter 3 Data Mining Applications..........................................................31
Conclusion to Part I....................................................................................41
Part II Data Mining Tool for Intrusion Detection
Introduction to Part II................................................................................43
Chapter 4 Data Mining for Security Applications.......................................45
Chapter 5 Dynamic Growing Self-Organizing Tree Algorithm...................55
Chapter 6 Data Reduction Using Hierarchical Clustering and Rocchio Bundling.......................................65
Chapter 7 Intrusion Detection Results.......................................................77
Part III Data Mining Tool for Web Page Sur fing Predic tion
Chapter 8 Web Data Management and Mining..........................................85
Chapter 9 Effective Web Page Prediction Using Hybrid Model..................97
Chapter 10 Multiple Evidence Combination for WWW Prediction............ 103
Chapter 11 WWW Prediction Results........................................................ 115
Conclusion to Part III...............................................................................129
Part IV Data Mining Tool for Image Classific ation
Chapter 12 Multimedia Data Management and Mining............................. 133
Chapter 13 Image Classification Models.................................................... 141
Chapter 14 Subspace Clustering and Automatic Image Annotation............ 153
Chapter 15 Enhanced Weighted Feature Selection..................................... 179
Chapter 16 Image Classification and Performance Analysis....................... 195
Chapter 17 Summary and Directions......................................................... 217

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关键词：Data Mining Implementa implement Design ATION 新书 AND Mining Data Design

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