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Pattern Recognition Algorithms for Data Mining

by Sankar K. Pal , Pabitra Mitra
Save 35% Save 35%
Current price ₹12,484.00
Original price ₹19,206.00
Original price ₹19,206.00
Original price ₹19,206.00
(-35%)
₹12,484.00
Current price ₹12,484.00

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Book cover type: Hardcover
  • ISBN13: 9781584884576
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: CRC Press
  • Publisher Imprint: Chapman and Hall/CRC
  • Publication Date:
  • Pages: 274
  • Original Price: GBP 145.0
  • Language: English
  • Edition: N/A
  • Item Weight: 527 grams
  • BISAC Subject(s): Data Science / Data Analytics

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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