Data Mining Multimedia, Soft Computing, and Bioinformatics – Sushmita Mitra, Tinku Acharya
First title to ever present soft computing approaches and their application in data mining, along with the traditional hard-computing approaches
Addresses the principles of multimedia data compression techniques (for image, video, text) and their role in data mining
Discusses principles and classical algorithms on string matching and their role in data mining
Preface. 1. Introduction to Data Mining. 2. Soft Computing. 3. Multimedia Data Compression. 4. String Matching. 5. Classification in Data Mining. 6. Clustering in Data Mining. 7. Association Rules. 8. Rule Mining with Soft Computing. 9. Multimedia Data Mining. 10. Bioinformatics: An Application. Index. About the Authors.
Data Mining Multimedia, Soft Computing, and Bioinformatics
Author(s): Sushmita Mitra, Tinku Acharya
Publisher: Wiley-Interscience, Year: 2003