From Statistics to Neural Networks: Theory and Pattern Recognition Applications - Proceedings of the NATO Advanced Study Institute 'From Statistics to ... June 21-July 2, 1993: v. 136 (NATO ASI) - Hardcover

 
9783540581994: From Statistics to Neural Networks: Theory and Pattern Recognition Applications - Proceedings of the NATO Advanced Study Institute 'From Statistics to ... June 21-July 2, 1993: v. 136 (NATO ASI)
Hardcover
ISBN 10: 3540581995 ISBN 13: 9783540581994
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1994

Synopsis

This volume provides a unified approach to the study of predictive learning. It contains an up-to-date review of major issues and methods related to predictive learning in statistics, artificial neural networks (ANN), and pattern recognition. Topics range from theoretical modelling and adaptive computational methods to empirical comparisons between statistical and ANN methods, and applications. Most contributions fall into one of three themes: unified framework for the study of predictive learning in statistics and ANNs; similarities and differences between statistical and ANN methods for nonparametric estimation (learning); and fundamental connections between artificial and biological learning systems.

"synopsis" may belong to another edition of this title.

Synopsis

This volume provides a unified approach to the study of predictive learning. It contains an up-to-date review of major issues and methods related to predictive learning in statistics, artificial neural networks (ANN), and pattern recognition. Topics range from theoretical modelling and adaptive computational methods to empirical comparisons between statistical and ANN methods, and applications. Most contributions fall into one of three themes: unified framework for the study of predictive learning in statistics and ANNs; similarities and differences between statistical and ANN methods for nonparametric estimation (learning); and fundamental connections between artificial and biological learning systems.

"About this title" may belong to another edition of this title.

Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Publication date
1994
Language
English
ISBN 10 
3540581995
ISBN 13 
9783540581994
Binding
Hardcover
Number of pages
406
Editor
Cherkassky Vladimir, Etc.

Other Popular Editions of the Same Title

9783642791215: From Statistics to Neural Networks: Theory and Pattern Recognition Applications: 136 (NATO ASI Subseries F:, 136)

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ISBN 10:  3642791212 ISBN 13:  9783642791215
Publisher: Springer, 2011
Softcover