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Pattern recognition algorithms for data mining: scalability, knowlwdge discovery and soft granular computing/ Sankar K. Pal and Pabitra Mitra

By: Contributor(s): Material type: TextTextPublication details: Boca Raton: Chapman & Hall, 2004Description: xxix,244p. 23.5 cmISBN:
  • 1584884576
Subject(s): DDC classification:
  • 006.312 P153 22
Contents:
Introduction -- Multiscale data condensation -- Unsupervised feature selection -- Active learning using support vector machine -- Rough-fuzzy case generation -- Rough-fuzzy clustering -- Rough Self-organizing map -- Classification rule generation and evaluation using modular rough-fuzzy MLP -- Role of soft-computing tools in KDD -- Data sets used in experiments
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Includes bibliographical references and index

Introduction -- Multiscale data condensation -- Unsupervised feature selection -- Active learning using support vector machine -- Rough-fuzzy case generation -- Rough-fuzzy clustering -- Rough Self-organizing map -- Classification rule generation and evaluation using modular rough-fuzzy MLP -- Role of soft-computing tools in KDD -- Data sets used in experiments

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