Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing: 3 (Chapman & Hall/CRC Computer Science & Data Analysis) - Softcover

Pal, Sankar K.; Mitra, Pabitra

Softcover

ISBN 10: 0367394243 ISBN 13: 9780367394240

Verlag: Chapman and Hall/CRC, 2019

Inhaltsangabe

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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Pal, Sankar K.; Mitra, Pabitra

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2019
• Sprache: Englisch
• ISBN 10: 0367394243
• ISBN 13: 9780367394240
• Einband: Tapa blanda
• Auflage: 1
• Anzahl der Seiten: 276
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar