Pattern Recognition Algorithms for Data Mining

Pattern Recognition Algorithms for Data Mining

by Sankar K. Pal and Pabitra Mitra
Epub (Kobo), Epub (Adobe)
Publication Date: 10/06/2004

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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.

ISBN:
9781135436391
9781135436391
Category:
Computing & information technology
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
10-06-2004
Language:
English
Publisher:
CRC Press

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