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" From Statistics to Neural Networks : "
edited by Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler.
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BL
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| Record Number
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720973
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b540677
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| Main Entry
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edited by Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler.
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| Title & Author
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From Statistics to Neural Networks : : Theory and Pattern Recognition Applications\ edited by Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler.
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| Publication Statement
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Berlin, Heidelberg: Springer Berlin Heidelberg, 1994
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| Series Statement
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NATO ASI series., Series F,, Computer and systems sciences ;, 136.
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| Page. NO
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(XII, 394 pages)
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| ISBN
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3642791190
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: 3642791212
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: 9783642791192
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: 9783642791215
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| Contents
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An Overview of Predictive Learning and Function Approximation --;Nonparametric Regression and Classification Part I Nonparametric Regression --;Nonparametric Regression and Classification Part II Nonparametric Classification --;Neural Networks, Bayesian a posteriori Probabilities, and Pattern Classification --;Flexible Non-linear Approaches to Classification --;Parametric Statistical Estimation with Artificial Neural Networks: A Condensed Discussion --;Prediction Risk and Architecture Selection for Neural Networks --;Regularisation Theory, Radial Basis Functions and Networks --;Self-Organizing Networks for Nonparametric Regression --;Neural Preprocessing Methods --;Improved Hidden Markov Models for Speech Recognition Through Neural Network Learning --;Neural Network Architectures for Pattern Recognition --;Cooperative Decision Making Processes and Their Neural Net Implementation --;Associative Memory Networks and Sparse Similarity Preserving Codes --;Multistrategy Learning and Optimal Mappings --;Self-Organizing Neural Networks for Supervised and Unsupervised Learning and Prediction --;Recognition of 3-D Objects from Multiple 2-D Views by a Self-Organizing Neural Architecture --;Chaotic Dynamics in Neural Pattern Recognition.
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| Abstract
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Proceedings of the NATO Advances Study Institute From Statistics to Neural Networks, Theory and Pattern Recognition Applications, held in Les Arcs, Bourg Saint Maurice, France, June 21 - July 2, 1993
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| Subject
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Artificial intelligence.
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Computer science.
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Computer vision.
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| LC Classification
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QA76.87E358 1994
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| Added Entry
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Harry Wechsler
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J H Friedman
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Vladimir Cherkassky
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| Parallel Title
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Proceedings of the NATO Advances Study Institute From Statistics to Neural Networks, Theory and Pattern Recognition Applications, held in Les Arcs, Bourg Saint Maurice, France, June 21 - July 2, 1993
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