Neural Networks Ensembles : Existing Methods and New Techniques

Language: English

Published by LAP LAMBERT Academic Publishing, 2010

3838391373 / 9783838391373

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Artificial neural network is designed with the goal of building intelligent machines to solve complex perceptual problems, such as pattern classification, by mimicking the networks of real neurons in the human brain. To achieve better performance over a single neural network, ensembles construction with several neural networks has become a nutritious filed of research. This book presents the basics of ensemble construction and discusses several existing ensemble methods. A large number of benchmark problems from different application domains were considered for evaluating the methods. After the discussion of the existing methods three new different techniques of ensemble constructions are explained in three different chapters. Last two chapters of this book are to discuss the new techniques on a common ground and draw the conclusions of this work together with the outline of future directions of research opened by this work.…

Seller Inventory # 9783838391373

Title
Neural Networks Ensembles : Existing Methods and New Techniques
Author
K. Murase
Publisher
LAP LAMBERT Academic Publishing
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3838391373
ISBN 13
9783838391373
Item weight
244 grams
Dimensions
220x150x10 mm

AHA-BUCH GmbH

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