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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định dạng PDF ● Trang 280 ● ISBN 9780203998076 ● Nhà xuất bản CRC Press ● Được phát hành 2004 ● Có thể tải xuống 6 lần ● Tiền tệ EUR ● TÔI 2304709 ● Sao chép bảo vệ Adobe DRM
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