Introduction to data mining /(E-BOOK)
Pang-Ning Tan, Michael Steinbach, Vipin Kumar.
- 1st ed.
- Boston : Pearson Addison Wesley, c2006.
- xxi, 769 p. : ill. ; 24 cm.
Introduction (page-1) Data (page-5) Exploring Data (page-19) Classification: Basic Concepts, Decision Trees, and Model Evaluation (page-25) Classification: Alternative Techniques (page-45) Association Analysis: Basic Concepts and Algorithms (page-71) Association Analysis: Advanced Concepts (page-95) Cluster Analysis: Basic Concepts and Algorithms (page-125) Cluster Analysis: Additional Issues and Algorithms (page-147) Anomaly Detection (page-157)