Statistics and Neural Networks

Name: Statistics and Neural Networks
Brand: Oxford University Press
SKU: 9780198524229
Price: 367.25 PLN
Availability: InStock

Advances at the Interface

Autor: J.W. Kay, D.M. Titterington

Język:

Oprawa: Twarda

Wydawca: Oxford University Press

Dostępność: Dostępna u dostawcy

Wysyłamy za 14-21 dni

367.25 zł

Recent years have seen a growing awareness of the interface between statistical research and recent...

Informacje o książce

Autor

J.W. Kay, D.M. Titterington

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2000

strony

280

EAN

9780198524229

ISBN

0198524226

Enbook ID

04527211

Wydawca

Oxford University Press

Waga

625

Wymiary

161 x 241 x 21

Pełny opis

Recent years have seen a growing awareness of the interface between statistical research and recent advances in neural computing and artifical neural networks. This book covers various aspects of current work in the area, drawing together contributions from authors who are leading researchers in the two fields. Their contributions show a strong awareness of the common ground and of the advantages to be gained by taking the wider perspective. Topics covered include: nonlinear approaches to discriminant analysis; information-theoretic neural networks for unsupervised learning; Radial Basis Function networks; techniques for optimizing predictions; approaches to the analysis of latent structure, including probabalistic principal component analysis, density networks and the use of multiple latent variables; and a substantial chapter outlining techniques and their application in industrial case-studies. This research interface is currently extremely active and this volume gives an authoritative overview of the area, its current status and directions for future research.

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Statistics and Neural Networks

Advances at the Interface

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