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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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 006.3 P153 (Browse shelf(Opens below)) Available C26730
Books ISI Library, Kolkata ISI Scientist Publication 006.3 P153 (Browse shelf(Opens below)) Available 125252
Total holds: 0

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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