Data Mining (eBook)

Multimedia, Soft Computing, and Bioinformatics

Tinku Acharya, Sushmita Mitra (Autoren)

eBook Download: PDF

2005 | 1. Auflage
424 Seiten
Wiley (Verlag)
978-0-471-47488-3 (ISBN)

Infos

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

Autor

SUSHMITA MITRA, PHD, is a 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.

Inhalt

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.

Rezensionen

"...an excellent primer on the subject of data mining with an
accessible introduction to the fundamental and advanced data mining
technologies." (Journal of Electronic Imaging, January-March
2006)

"Applied statisticians and probabilists will like this book very
much." (Journal of Statistical Computation and Simulation,
November 2005)

"...the book is an impressive and broad overview...a general
roadmap of what methods are available and where to look."
(Journal of Intelligent & Fuzzy Systems, Vol. 16, No. 2,
2005)

"This readable survey describes multimedia, soft computing, and
bioinformatics strategies for a number of data types..."
(Business Horizons, September- October 2004)

"...an accessible introduction to fundamental and advanced
data mining technologies. It will be an excellent book for both
beginners and professionals." (Computing Reviews.com, April
20, 2004)

"Overall, this is a nice, easy-to-read book for those already
working in the area of data mining." (Technometrics, August
2004, Vol. 46, No. 3)

Produkt-Details

• Erscheint lt. Verlag: 21.1.2005
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Datenbanken
• Themenwelt: Mathematik / Informatik ► Informatik ► Grafik / Design
• Themenwelt: Naturwissenschaften ► Biologie
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: Computer Science • Database & Data Warehousing Technologies • Data Mining • Datenbanken u. Data Warehousing • Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • Informatik • Intelligente Systeme u. Agenten • Intelligent Systems & Agents
• ISBN-10: 0-471-47488-6 / 0471474886
• ISBN-13: 978-0-471-47488-3 / 9780471474883