Slides for book Data Mining - Concepts and Techniques
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Yanchang Zhao
Jan 24, 2013, 5:15:11 AM1/24/13
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PowerPoint slides for book Data Mining - Concepts and Techniques (3rd edition) by Jiawei Han, Micheline Kamber & Jian Pei can be downloaded at http://www.cs.uiuc.edu/homes/hanj/bk3/bk3_slidesindex.htm. There are 13 PowerPoint files on the topics below.
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
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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