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Description for Data Mining
Hardcover. This is an introduction to the data mining technologies with emphasis on soft computing. Most data mining techniques so far have concentrated on flat-file applications. This new resource includes the wide range of available data types, such as images, sound, and graphics. Num Pages: 424 pages, index. BIC Classification: PS; UG; UN. Category: (P) Professional & Vocational. Dimension: 240 x 166 x 29. Weight in Grams: 810.
- 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
Product Details
Format
Hardback
Publication date
2003
Publisher
John Wiley and Sons Ltd United States
Number of pages
424
Condition
New
Number of Pages
432
Place of Publication
, United States
ISBN
9780471460541
SKU
V9780471460541
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-1
About Sushmita Mitra
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.
Reviews for Data Mining
"…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)