From Statistics to Neural Networks Theory and Pattern Recognition Applications (NATO ASI Series / Computer and Systems Sciences) (9783540581994) Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler

Product Details:


Publisher: Springer; 1 edition (March 31, 1996)
Language: English
ISBN-10: 3540581995
ISBN-13: 978-3540581994






This volume provides a unified approach to the study of predictive learning, i jaws digital book.e jaws digital book., generalization from examples jaws digital book. It contains an up-to-date review and in-depth treatment of major issues and methods related to predictive learning in statistics, Artificial Neural Networks (ANN), and pattern recognition jaws digital book. Topics range from theoretical modeling and adaptive computational methods to empirical comparisons between statistical and ANN methods, and applications. Most contributions fall into one of the 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.

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