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9780471460541

Data Mining Multimedia, Soft Computing, and Bioinformatics

by ;
  • ISBN13:

    9780471460541

  • ISBN10:

    0471460540

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2003-09-25
  • Publisher: Wiley-Interscience
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Summary

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

Author Biography

<b>SUSHMITA MITRA, PHD,</b> 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.<br> <b>TINKU ACHARYA, PHD,</b> 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.

Table of Contents

Preface.
Introduction to Data Mining.
Soft Computing.
Multimedia Data Compression.
String Matching.
Classification in Data Mining.
Clustering in Data Mining.
Association Rules.
Rule Mining with Soft Computing.
Multimedia Data Mining.
BioInformatics: An Application.
Index.
About the Authors.

Supplemental Materials

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The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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