Pattern Recognition Algorithms for Data Mining (Chapman & Hall/CRC Computer Science & Data Analysis)

Pal, Sankar K.; Mitra, Pabitra

ISBN 10: 0367394243 / ISBN 13: 9780367394240

Edité par Chapman and Hall/CRC, 2019

A propos de cet article

pp. 280. N° de réf. du vendeur 370780705

Détails bibliographiques

Titre : Pattern Recognition Algorithms for Data ...

Éditeur : Chapman and Hall/CRC

Date d'édition : 2019

Reliure : Couverture souple

Etat : 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