Data mining : concepts and techniques
| Main Authors: | , |
|---|---|
| Format: | Book |
| Published: |
San Francisco, California :
Morgan Kaufmann ,
c2006
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| Edition: | 2nd ed |
| Series: | The Morgan Kaufmann series in data management systems
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| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Data preprocessing
- 3. Data warehouse and OLAP technology: an overview
- 4. Data cube computation and data generation
- 5. Mining frequent patterns, associations, and correlations
- 6. Classification and prediction
- 7. Cluster analysis
- 8. Mining stream, time-series, and sequence data
- 9. Graph mining, social network analysis, and multirelational data mining
- 10. Mining object, spatial multimedia, text, and Web data
- 11. Applications and trends in data mining