Data Mining and Knowledge Discovery With Evolutionary Algorithms - Couverture rigide

Freitas, Alex A.

 
9783540433316: Data Mining and Knowledge Discovery With Evolutionary Algorithms

Synopsis

This book integrates two areas of computer science, namely data mining and evolutionary algorithms (EAs). In essence, data mining consists of extracting interesting knowledge from data. The book presents a comprehensive review of both data mining and EAs and discusses significant advances in the integration of these two areas. It is self-contained, explaining both basic concepts and advanced topics.

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Présentation de l'éditeur

This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is currently an active research area. In general, data mining consists of extracting knowledge from data. The motivation for applying evolutionary algorithms to data mining is that evolutionary algorithms are robust search methods which perform a global search in the space of candidate solutions. This book emphasizes the importance of discovering comprehensible, interesting knowledge, which is potentially useful for intelligent decision making. The text explains both basic concepts and advanced topics

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Autres éditions populaires du même titre

9783642077630: Data Mining And Knowledge Discovery With Evolutionary Algorithms (Natural Computing Series)

Edition présentée

ISBN 10 :  3642077633 ISBN 13 :  9783642077630
Editeur : Springer, 2012
Couverture souple