Pattern Recognition Algorithms for Data Mining
| AUTHOR | Pal, Pal K.; Pal, Pal K.; Pal, Pal K. et al. |
| PUBLISHER | CRC Press (05/27/2004) |
| PRODUCT TYPE | Hardcover (Hardcover) |
Description
This valuable text addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.
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Product Format
Product Details
ISBN-13:
9781584884576
ISBN-10:
1584884576
Binding:
Hardback or Cased Book (Sewn)
Content Language:
English
More Product Details
Page Count:
274
Carton Quantity:
28
Product Dimensions:
6.46 x 0.81 x 9.46 inches
Weight:
1.16 pound(s)
Feature Codes:
Bibliography,
Index,
Maps,
Illustrated
Country of Origin:
US
Subject Information
BISAC Categories
Computers | Data Science - Data Analytics
Computers | Arithmetic
Computers | Programming - Algorithms
Dewey Decimal:
006.312
Library of Congress Control Number:
2004043539
Descriptions, Reviews, Etc.
publisher marketing
This valuable text addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.
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List Price $180.00
Your Price
$178.20