Minimum Error Entropy Classification

Language: English

Published by Springer Spektrum, 2012

3642290280 / 9783642290282

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

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Druck auf Anfrage Neuware - Printed after ordering - This book explains the minimum error entropy (MEE) concept applied to data classification machines. Theoretical results on the inner workings of the MEE concept, in its application to solving a variety of classification problems, are presented in the wider realm of risk functionals.Researchers and practitioners also find in the book a detailed presentation of practical data classifiers using MEE. These include multi-layer perceptrons, recurrent neural networks, complexvalued neural networks, modular neural networks, and decision trees. A clustering algorithm using a MEE-like concept is also presented. Examples, tests, evaluation experiments and comparison with similar machines using classic approaches, complement the descriptions.

Seller Inventory # 9783642290282

Title
Minimum Error Entropy Classification
Author
Jorge M. F. Santos
Publisher
Springer Spektrum
Publication year
2012
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642290280
ISBN 13
9783642290282
Item weight
588 grams
Dimensions
241x160x20 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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