Data Mining: Concepts and Techniques

ISBN-13: 9780128117606 / Angielski / Miękka / 2022

Jiawei Han; Jian Pei; Hanghang Tong

Spis treści

1. Introduction
2. Data, measurements, and data processing
3. Data warehousing and online analytical processing
4. Pattern mining: basic concepts and methods
5. Pattern mining: advanced methods
6. Classification: basic concepts and methods
7. Classification: advanced methods
8. Cluster analysis: basic concepts and methods
9. Cluster analysis: advanced methods
10. Deep learning
11. Outlier Detection
12. Data mining trends and research frontiers
Appendix: Mathematical background