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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series) - Bandyopadhyay, Sanghamitra K.
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Bandyopadhyay, Sanghamitra K.:

Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series) - Paperback

2010, ISBN: 9783642080548

Mitwirkende: Pal, Sankar Kumar, Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2007, 332 Seiten, Publiziert: 2010-11-23T00:00:01Z, Produktgruppe: Buch, Hersteller-… More...

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Classification and Learning Using Genetic Algorithms - Sanghamitra Bandyopadhyay|Sankar Kumar Pal
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Sanghamitra Bandyopadhyay|Sankar Kumar Pal:

Classification and Learning Using Genetic Algorithms - Paperback

2010, ISBN: 3642080545

[EAN: 9783642080548], Neubuch, [PU: Springer Berlin Heidelberg], DOM EVOLUTIONARYCOMPUTATION MACHINEPATTERNRECOGNITION VARIABLE WEBMINING COGNITION DATAMINING ELECTRICALENGINEERING GENETI… More...

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Classification and Learning Using Genetic Algorithms - Sanghamitra Bandyopadhyay Sankar Kumar Pal
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Sanghamitra Bandyopadhyay Sankar Kumar Pal:
Classification and Learning Using Genetic Algorithms - First edition

2010

ISBN: 9783642080548

Paperback, Hardcover

[ED: Kartoniert / Broschiert], [PU: Springer Berlin Heidelberg], First book to provide a unified framework that describes how genetic learning can be used to design pattern recognition sy… More...

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Bandyopadhyay, Sanghamitra:
Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series) - Paperback

ISBN: 9783642080548

paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book., 2.5

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Classification and Learning Using Genetic Algorithms - Sanghamitra Bandyopadhyay; Sankar Kumar Pal
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Sanghamitra Bandyopadhyay; Sankar Kumar Pal:
Classification and Learning Using Genetic Algorithms - Paperback

2010, ISBN: 9783642080548

Applications in Bioinformatics and Web Intelligence, Buch, Softcover, Softcover reprint of hardcover 1st ed. 2007, [PU: Springer Berlin], Springer Berlin, 2010

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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)
Author:
Title:
ISBN:

9783642080548


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.

Details of the book - Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)


EAN (ISBN-13): 9783642080548
ISBN (ISBN-10): 3642080545
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer
332 Pages
Weight: 0,503 kg
Language: eng/Englisch

Book in our database since 2010-07-21T12:54:48+01:00 (London)
Detail page last modified on 2023-07-27T08:08:11+01:00 (London)
ISBN/EAN: 9783642080548

ISBN - alternate spelling:
3-642-08054-5, 978-3-642-08054-8
Alternate spelling and related search-keywords:
Book author: bandyopadhyay, band, pal, pál bán, bandy
Book title: algorithms, bioinformatics

Information from Publisher

Author: Sanghamitra Bandyopadhyay
Title: Natural Computing Series; Classification and Learning Using Genetic Algorithms - Applications in Bioinformatics and Web Intelligence
Publisher: Springer; Springer Berlin
311 Pages
Publishing year: 2010-11-23
Berlin; Heidelberg; DE
Printed / Made in
Language: English
109,99 € (DE)

BC; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Mustererkennung; Verstehen; Bioinformatics; DOM; Evolutionary computation; Machine learning; Pattern recognition; Variable; Web mining; algorithms; classification; cognition; data mining; electrical engineering; genetic algorithms; intelligence; learning; Automated Pattern Recognition; Programming Techniques; Communications Engineering, Networks; Artificial Intelligence; Complex Systems; Computational and Systems Biology; Computerprogrammierung und Softwareentwicklung; Nachrichtententechnik, Telekommunikation; Künstliche Intelligenz; Kybernetik und Systemtheorie; DV-gestützte Biologie/Bioinformatik; BB; EA

Genetic Algorithms.- Supervised Classification Using Genetic Algorithms.- Theoretical Analysis of the GA-classifier.- Variable String Lengths in GA-classifier.- Chromosome Differentiation in VGA-classifier.- Multiobjective VGA-classifier and Quantitative Indices.- Genetic Algorithms in Clustering.- Genetic Learning in Bioinformatics.- Genetic Algorithms and Web Intelligence.

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