Artificial Neural Networks in Real-Life Applications

By: Juan Ramon Rabunal, Julian Dorado, Juan R. Rabunal (Editor)

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Hardcover | 30 November 2005

At a Glance

Hardcover
396 Pages

Dimensions(cm)
25.4 x 17.78 x 2.24

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$151.38

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Artificial Neural Networks in Real-Life Applications offers an outlook on the most recent works in the field of artificial neural networks (ANN). It includes theoretical developments of the ANN area and applications of these systems, using intelligent characteristics for adaptability, automatic learning classification, prediction and even artistic creation. ""Artificial Neural Networks in Real-Life Applications"" is a summary of recent advances in the ANN area from a practical perspective. It shows studies of the applications in time series forecasting, extraction of knowledge, civil engineering, economical field, artistic creation (music), cost minimization, intruder detection, and many others, making it a very important source of ideas for research in this area.

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Neuroglial behaviour in computer science	p. 1
Astrocytes and the biological neural networks	p. 22
Time series forecasting by evolutionary neural networks	p. 47
Development of ANN with adaptive connections by CE	p. 71
Self-adapting intelligent neural systems using evolutionary techniques	p. 94
Using genetic programming to extract knowledge from artificial neural networks	p. 116
Several approaches to variable selection by means of genetic algorithms	p. 141
Hybrid system with artificial neural networks and evolutionary computation in civil engineering	p. 166
Prediction of the consistency of concrete by means of the use of artificial neural networks	p. 188
Soft computing approach for bond rating prediction	p. 202
Predicting credit ratings with a GA-MLP hybrid	p. 220
Music and neural networks	p. 239
Connectionist systems for fishing prediction	p. 265
A neural network approach to cost minimization in a production scheduling setting	p. 297
Intrusion detection using modern techniques : integration of genetic algorithms and rough sets with neural nets	p. 314
Cooperative AI techniques for stellar spectra classification : a hybrid strategy	p. 332
Table of Contents provided by Blackwell. All Rights Reserved.

Artificial Neural Networks in Real-Life Applications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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