Data Mining and Knowledge Discovery with Evolutionary Algorithms

Data Mining and Knowledge Discovery with Evolutionary Algorithms
Author :
Publisher : Springer Science & Business Media
Total Pages : 272
Release :
ISBN-10 : 9783662049235
ISBN-13 : 3662049236
Rating : 4/5 (236 Downloads)

Book Synopsis Data Mining and Knowledge Discovery with Evolutionary Algorithms by : Alex A. Freitas

Download or read book Data Mining and Knowledge Discovery with Evolutionary Algorithms written by Alex A. Freitas and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Data Mining and Knowledge Discovery with Evolutionary Algorithms Related Books

Data Mining and Knowledge Discovery with Evolutionary Algorithms
Language: en
Pages: 272
Authors: Alex A. Freitas
Categories: Computers
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

GET EBOOK

This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the las
Data Mining and Knowledge Discovery with Evolutionary Algorithms
Language: en
Pages: 284
Authors: Alex A. Freitas
Categories: Computers
Type: BOOK - Published: 2002-08-21 - Publisher: Springer Science & Business Media

GET EBOOK

This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the las
Data Mining Methods for Knowledge Discovery
Language: en
Pages: 508
Authors: Krzysztof J. Cios
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

Data Mining Methods for Knowledge Discovery provides an introduction to the data mining methods that are frequently used in the process of knowledge discovery.
Advances in Evolutionary Computing
Language: en
Pages: 1001
Authors: Ashish Ghosh
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the use
Automating the Design of Data Mining Algorithms
Language: en
Pages: 0
Authors: Gisele L. Pappa
Categories: Computers
Type: BOOK - Published: 2012-03-14 - Publisher: Springer

GET EBOOK

Data mining is a very active research area with many successful real-world app- cations. It consists of a set of concepts and methods used to extract interestin