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Data Mining : Multimedia, Soft Computing, and Bioinformatics by Tinku Acharya and Sushmita Mitra (2003, Hardcover)

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Data Mining : Multimedia, Soft Computing, and Bioinformatics, Hardcover by Mitra, Sushmita; Acharya, Tinku, ISBN 0471460540, ISBN-13 9780471460541, Brand New, Free shipping in the US A textbook for a graduate course for students with a solid background in college-level mathematics and introductory knowledge of statistics and probability theory. In addition to traditional topics such as classification and clustering, it highlights issues related to multimedia applications and bioinformatics. Annotation (c) Book News, Inc., Portland, OR ()

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A primer on traditional hard and emerging soft computing approaches for mining multimedia data While the digital revolution has made huge volumes of high dimensional multimedia data available, it has also challenged users to extract the information they seek from heretofore unthinkably huge datasets. Traditional hard computing data mining techniques have concentrated on flat-file applications. Soft computing tools such as fuzzy sets, artificial neural networks, genetic algorithms, and rough sets however, offer the opportunity to apply a wide range of data types to a variety of vital functions by handling real-life uncertainty with low-cost solutions. Data Mining: Multimedia, Soft Computing, and Bioinformatics provides an accessible introduction to fundamental and advanced data mining technologies. This readable survey describes data mining strategies for a slew of data types, including numeric and alpha-numeric formats, text, images, video, graphics, and the mixed representations therein. Along with traditional concepts and functions of data mining like classification, clustering, and rule mining the authors highlight topical issues in multimedia applications and bioinformatics. Principal topics discussed throughout the text include: The role of soft computing and its principles in data mining Principles and classical algorithms on string matching and their role in data (mainly text) mining Data compression principles for both lossless and lossy techniques, including their scope in data mining Access of data using matching pursuits both in raw and compressed data domains Application in mining biological databases

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0471460540
ISBN-13
9780471460541
eBay Product ID (ePID)
6010423

Product Key Features

Author
Sushmita Mitra, Tinku Acharya
Publication Name
Data Mining : Multimedia, Soft Computing, and Bioinformatics
Format
Hardcover
Language
English
Publication Year
2003
Type
Textbook
Number of Pages
424 Pages

Dimensions

Item Length
9.4in
Item Height
1in
Item Width
6.3in
Item Weight
25.6 Oz

Additional Product Features

Lc Classification Number
Qa76.9.D343m58 2003
Reviews
"...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)
Table of Content
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.
Copyright Date
2003
Topic
Databases / Data Mining, Computer Engineering
Lccn
2003-011394
Intended Audience
Scholarly & Professional
Illustrated
Yes
Genre
Computers

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item 1 Data Mining : Multimedia, Soft Computing, and Bioinformatics Hard
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item 2 Data Mining : Multimedia, Soft Computing, and Bioinformatics Hard
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item 3 Data Mining : Multimedia, Soft Computing, and Bioinformatics, Hardcover by Mi...
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item 5 Data Mining: Multimedia, Soft Computing, and Bioinformatics by Sushmita Mitra
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item 6 Sushmita Mitra Tinku Acharya Data Mining (Hardback) (UK IMPORT)
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Data Mining : Multimedia, Soft Computing, and Bioinformatics by Tinku Acharya and Sushmita Mitra (2003, Hardcover)

About this product

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Product Key Features

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Additional Product Features

All listings for this product

item 1 Data Mining : Multimedia, Soft Computing, and Bioinformatics Hard

item 2 Data Mining : Multimedia, Soft Computing, and Bioinformatics Hard

item 3 Data Mining : Multimedia, Soft Computing, and Bioinformatics, Hardcover by Mi...

item 4 Data Mining : Multimedia, Soft Computing, and Bioinformatics, Hardcover by Mi...

item 5 Data Mining: Multimedia, Soft Computing, and Bioinformatics by Sushmita Mitra

item 6 Sushmita Mitra Tinku Acharya Data Mining (Hardback) (UK IMPORT)

item 7 Data Mining: Multimedia, Soft Computing, and Bioinformatics by Sushmita Mitra

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Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

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