Data mining : introductory and advanced topics
Margaret H Dunham
- Upper Saddle River, N.J. : Pearson education/Prentice Hall, c2003.
- xiii, 315 p. : ill. ; 24 cm.
- Alan R. Apt book. .
I. INTRODUCTION. 1. Introduction. 2. Related Concepts. 3. Data Mining Techniques. II. CORE TOPICS. 4. Classification. 5. Clustering. 6. Association Rules. III. ADVANCED TOPICS. 7. Web Mining. 8. Spatial Mining. 9. Temporal Mining. IV. APPENDIX. 10. Data Mining Products.
For courses in data mining.Thorough in its coverage from basic to advanced topics, this text presents the algorithms and techniques used in data mining. It introduces readers to various data mining concepts and algorithms.