Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also...

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Detalles Bibliográficos
Autores principales: Bandyopadhyay, Sanghamitra, Pal, Sankar K
Lenguaje:eng
Publicado: Springer 2007
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/1010767
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author Bandyopadhyay, Sanghamitra
Pal, Sankar K
author_facet Bandyopadhyay, Sanghamitra
Pal, Sankar K
author_sort Bandyopadhyay, Sanghamitra
collection CERN
description This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks.
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institution Organización Europea para la Investigación Nuclear
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publishDate 2007
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spelling cern-10107672021-04-22T02:03:57Zhttp://cds.cern.ch/record/1010767engBandyopadhyay, SanghamitraPal, Sankar KClassification and learning using genetic algorithms: applications in Bioinformatics and Web IntelligenceComputing and ComputersThis book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks.Springeroai:cds.cern.ch:10107672007
spellingShingle Computing and Computers
Bandyopadhyay, Sanghamitra
Pal, Sankar K
Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence
title Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence
title_full Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence
title_fullStr Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence
title_full_unstemmed Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence
title_short Classification and learning using genetic algorithms: applications in Bioinformatics and Web Intelligence
title_sort classification and learning using genetic algorithms: applications in bioinformatics and web intelligence
topic Computing and Computers
url http://cds.cern.ch/record/1010767
work_keys_str_mv AT bandyopadhyaysanghamitra classificationandlearningusinggeneticalgorithmsapplicationsinbioinformaticsandwebintelligence
AT palsankark classificationandlearningusinggeneticalgorithmsapplicationsinbioinformaticsandwebintelligence

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