Data Mining: Concepts and Techniques, 2/e (IE-Paperback)

Jiawei Han

  • 出版商: Morgan Kaufmann
  • 出版日期: 2006-11-03
  • 售價: $1,300
  • 貴賓價: 9.5$1,235
  • 語言: 英文
  • 頁數: 798
  • 裝訂: Paperback
  • ISBN: 0123739055
  • ISBN-13: 9780123739056
  • 相關分類: Data-mining 資料探勘

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Table of Contents
1. Introduction
2. Data Preprocessing
3. Data Warehouse and OLAP Technology: An Overview
4. Data Cube Computation and Data Generalization
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