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Pattern Recognition Algorithms for Data Mining

Name: Pattern Recognition Algorithms for Data Mining
Brand: Chapman and Hall/CRC
SKU: 47539565
Price: 92.64 EUR
Availability: InStock
Author: Sankar K. Pal
ISBN: 9781135436391

Sankar K. Pal

Pabitra Mitra

Language

English

E-book Adobe ePub DRM

Publishers Chapman and Hall/CRC, May 2004

This valuable text addresses different pattern recognition (PR) tasks in a unified framework with bo... Full description

Libristo code: 47539565

225 b

92.64 €

In stock Immediate digital delivery

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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.