Data mining : concepts and techniques

Abstract

1 - Introduction -- 2 - Getting to Know Your Data -- 3 - Data Preprocessing -- 4 - Data Warehousing and Online Analytical Processing -- 5 - Data Cube Technology -- 6 - Mining Frequent Patterns, Associations, and Correlations: Basic Concepts and Methods -- 7 - Advanced Pattern Mining -- 8 - Classification: Basic Concepts -- 9 - Classification: Advanced Methods -- 10 - Cluster Analysis: Basic Concepts and Methods -- 11 - Advanced Cluster Analysis -- 12 - Outlier Detection -- 13 - Data Mining Trends and Research Frontiers.