Description: Classification and Learning Using Genetic Algorithms : Applications in Bioinformatics and Web Intelligence, Hardcover by Bandyopadhyay, Sanghamitra; Pal, Sankar K., ISBN 3540496068, ISBN-13 9783540496069, Brand New, Free shipping in the US "This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. Th 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-a-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 referenc. Researchers and practitioners in industry working in system design, control, pattern recognition, data mining, soft computing, bioinformatics and Web intelligence will also benefit."--BOOK JACKET.
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Book Title: Classification and Learning Using Genetic Algorithms : Applicatio
Number of Pages: Xvi, 311 Pages
Language: English
Publication Name: Classification and Learning Using Genetic Algorithms : Applications in Bioinformatics and Web Intelligence
Publisher: Springer Berlin / Heidelberg
Publication Year: 2007
Subject: Programming / General, Programming / Algorithms, Cognitive Psychology & Cognition, Telecommunications, Computer Vision & Pattern Recognition
Item Height: 0.4 in
Item Weight: 23.4 Oz
Type: Textbook
Subject Area: Computers, Technology & Engineering, Psychology
Item Length: 9.3 in
Author: Sanghamitra Bandyopadhyay, Sankar K. Pal
Item Width: 6.1 in
Series: Natural Computing Ser.
Format: Hardcover
