Data Mining : Introductory and Advanced Topics / Margaret H. Dunham

It includes Appendix and index pages

In this book the author provides the reader with a comprehensive coverage of data mining topics and algorithms. Data base perspective is maintained throughout the book which provides students with a focused discussion of algorithms, data structures, data types and complexity of algorithms and space. It also emphasizes the use of data mining concepts in real-world applications with large database components.


Table of Content

Introduction
Introduction
Related Concepts
Data Mining Techniques
Core Topics
Classification
Clustering
Association Rules
Advanced Topics
Web Mining
Spatial Mining
Temporal Mining
Appendix
Index