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