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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Biçim PDF ● Sayfalar 280 ● ISBN 9780203998076 ● Yayımcı CRC Press ● Yayınlanan 2004 ● İndirilebilir 6 kez ● Döviz EUR ● Kimlik 2304709 ● Kopya koruma Adobe DRM
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