From Statistics to Neural Networks

Name: From Statistics to Neural Networks
SKU: 20762898
Price: 295.00 NZD
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Theory and Pattern Recognition Applications

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Paperback / softback

Series:

NATO ASI Subseries F:

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Description

The NATO Advanced Study Institute From Statistics to Neural Networks, Theory and Pattern Recognition Applications took place in Les Arcs, Bourg Saint Maurice, France, from June 21 through July 2, 1993. The meeting brought to gether over 100 participants (including 19 invited lecturers) from 20 countries. The invited lecturers whose contributions appear in this volume are: L. Almeida (INESC, Portugal), G. Carpenter (Boston, USA), V. Cherkassky (Minnesota, USA), F. Fogelman Soulie (LRI, France), W. Freeman (Berkeley, USA), J. Friedman (Stanford, USA), F. Girosi (MIT, USA and IRST, Italy), S. Grossberg (Boston, USA), T. Hastie (AT&T, USA), J. Kittler (Surrey, UK), R. Lippmann (MIT Lincoln Lab, USA), J. Moody (OGI, USA), G. Palm (U1m, Germany), B. Ripley (Oxford, UK), R. Tibshirani (Toronto, Canada), H. Wechsler (GMU, USA), C. Wellekens (Eurecom, France) and H. White (San Diego, USA). The ASI consisted of lectures overviewing major aspects of statistical and neural network learning, their links to biological learning and non-linear dynamics (chaos), and real-life examples of pattern recognition applications. As a result of lively interactions between the participants, the following topics emerged as major themes of the meeting: (1) Unified framework for the study of Predictive Learning in Statistics and Artificial Neural Networks (ANNs); (2) Differences and similarities between statistical and ANN methods for non parametric estimation from examples (learning); (3) Fundamental connections between artificial learning systems and biological learning systems.

Release date NZ

December 22nd, 2011

Audience

Professional & Vocational

Contributors

Edited by Harry Wechsler
Edited by Jerome H. Friedman
Edited by Vladimir Cherkassky

Edition

Softcover reprint of the original 1st ed. 1994

Illustrations

XII, 394 p.

Pages

394

Series

NATO ASI Subseries F:

Dimensions

156x234x21

ISBN-13

9783642791215

Product ID

20762898

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From Statistics to Neural Networks

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