عنوان

From Statistics to Neural Networks :

(Number (ISBN

3642791190

(Number (ISBN

3642791212

(Number (ISBN

9783642791192

(Number (ISBN

9783642791215

Number

b540677

Title Proper

From Statistics to Neural Networks :

General Material Designation

[Book]

Other Title Information

Theory and Pattern Recognition Applications

First Statement of Responsibility

edited by Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler.

Place of Publication, Distribution, etc.

Berlin, Heidelberg

Name of Publisher, Distributor, etc.

Springer Berlin Heidelberg

Date of Publication, Distribution, etc.

1994

Specific Material Designation and Extent of Item

(XII, 394 pages)

Series Title

NATO ASI series., Series F,, Computer and systems sciences ;, 136.

Text of Note

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.

Text of Note

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

Parallel Title

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

Artificial intelligence.

Computer science.

Computer vision.

Class number

Book number

edited by Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler.

Harry Wechsler

J H Friedman

Vladimir Cherkassky

Electronic name

[Book]

Y