Text Box:

 

Jiawei Han, Micheline Kamber & Jian Pei

Data Mining: Concepts and Techniques, 3rd ed.

Vol. 1.


Morgan Kaufmann Publishers, June 2011.


Slides in PowerPoint form (will be updated without notice!)

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 Analysis

Chapter 13. Trends and Research Frontiers in Data Mining

 


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