data mining multimedia soft computing and bioinformatics ebook

E-Book Details:

Title:	Data Mining: Multimedia, Soft Computing, and Bioinformatics
Publisher:	Wiley-Interscience
Author:	Sushmita Mitra, Tinku Acharya
Edition:	1 edition (September 25, 2003)
Format:	PDF
ISBN:	0471460540
EAN:	978-0-471-46054-1
No.ofPages:	424

FEATURES:

• 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

Table of Contents:
UNIT I

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 AUTHOR:

SUSHMITA MITRA, PHD, is an associate professor at Machine Intelligence Unit, Indian Statistical Institute, in Calcutta. She is a coauthor of Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing, also published by Wiley.
TINKU ACHARYA, PHD, Senior Executive vice president and Chief Science Officer of Avisere Inc., Tucson, Arizona, is involved in multimedia data mining applications. He is also an adjunct professor in the Department of Electrical Engineering at Arizona State University. He was recognized as the Most Prolific Inventor of Intel Corporation Worldwide in 1999.

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