Pabitra Mitra & Sankar K. Pal 
Pattern Recognition Algorithms for Data Mining [PDF ebook] 

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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.

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Format PDF ● Pages 280 ● ISBN 9780203998076 ● Maison d’édition CRC Press ● Publié 2004 ● Téléchargeable 6 fois ● Devise EUR ● ID 2304709 ● Protection contre la copie Adobe DRM
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