Mitra / Acharya Data Mining

Multimedia, Soft Computing, and Bioinformatics
1. Auflage 2005
ISBN: 978-0-471-47488-3
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 424 Seiten, E-Book

* First title to ever present soft computing approaches and theirapplication in data mining, along with the traditionalhard-computing approaches
* Addresses the principles of multimedia data compressiontechniques (for image, video, text) and their role in datamining
* Discusses principles and classical algorithms on stringmatching and their role in data mining

Autoren/Hrsg.

Mitra, Sushmita

Acharya, Tinku

Inhaltsverzeichnis

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.

Über Autor(innen)

SUSHMITA MITRA, PHD, is a Professor at Machine IntelligenceUnit, Indian Statistical Institute, in Calcutta. She is a coauthorof Neuro-Fuzzy Pattern Recognition: Methods in SoftComputing, also published by Wiley.
TINKU ACHARYA, PHD, Senior Executive vice president andChief Science Officer of Avisere Inc., Tucson, Arizona, is involvedin multimedia data mining applications. He is also an adjunctprofessor in the Department of Electrical Engineering at ArizonaState University. He was recognized as the Most Prolific Inventorof Intel Corporation Worldwide in 1999.