Data Mining : Introductory and Advanced Topics /
Margaret H. Dunham
- New Delhi Pearson Education Inc. 2018
- xv, 311p. : ill. ; 24cm
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