Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery, and Soft Granular Computing

Pal, Sankar K. (Author)/ Mitra, Pabitra (Author)

ISBN 10: 1584884576 / ISBN 13: 9781584884576

Edité par Chapman & Hall, 2004

A propos de cet article

1st edition. 244 pages. 9.25x6.25x0.75 inches. In Stock.

N° de réf. du vendeur x-1584884576

Détails bibliographiques

• Titre: Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery, and Soft Granular Computing
• Éditeur: Chapman & Hall
• Date de parution: 2004
• Langue: anglais
• ISBN à 10 chiffres: 1584884576
• ISBN à 13 chiffres: 9781584884576
• Reliure: Hardcover
• État de l'article: Brand New

A propos de ce titre

Synopsis

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.

À propos de l?auteur

Pal, Sankar K.; Mitra, Pabitra