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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series) [Hardcover]

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Item description for Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series) by Sanghamitra Bandyopadhyay & Sankar K. Pal...

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. The book is unique in the sense of describing how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries, and it demonstrates the effectiveness of the genetic classifiers vis--vis several widely used classifiers, including neural networks. It provides a balanced mixture of theories, algorithms and applications, and in particular results from the bioinformatics and Web intelligence domains.

This book will be useful to graduate students and researchers in computer science, electrical engineering, systems science, and information technology, both as a text and reference book. Researchers and practitioners in industry working in system design, control, pattern recognition, data mining, soft computing, bioinformatics and Web intelligence will also benefit.





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Item Specifications...


Pages   311
Est. Packaging Dimensions:   Length: 0.75" Width: 6" Height: 9.25"
Weight:   1.35 lbs.
Binding  Hardcover
Release Date   Jun 11, 2007
Publisher   Springer
ISBN  3540496068  
ISBN13  9783540496069  


Availability  0 units.


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Product Categories

1Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
2Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Human Vision & Language Systems
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Vision
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
6Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Graphics & Illustration > General
9Books > Subjects > Computers & Internet > Programming > Algorithms > General
10Books > Subjects > Computers & Internet > Programming > Algorithms > Genetic
11Books > Subjects > Science > Biological Sciences > Bioinformatics



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