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Neural Network Data Analysis Using Simulnet

Name: Neural Network Data Analysis Using Simulnet
Brand: Springer
SKU: 18501663
Price: 1434.00 ZAR
Availability: InStock

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Features

Author	Edward J. Rzempoluck
ISBN	9780387982557
Publisher	Springer
Manufacturer	Springer

Description

This book and sofwtare package provide a complement to the traditional data analysis tools already widely available. It presents an introduction to the analysis of data using neural networks. Neural network functions discussed include multilayer feed-forward networks using error back propagation, genetic algorithm-neural network hybrids, generalized regression neural networks, learning quantizer networks, and self-organizing feature maps.

In an easy-to-use, Windows-based environment it offers a wide range of data analytic tools which are not usually found together: these include genetic algorithms, probabilistic networks, as well as a number of related techniques that support these - notably, fractal dimension analysis, coherence analysis, and mutual information analysis.

The text presents a number of worked examples and case studies using Simulnet, the software package which comes with the book. Readers are assumed to have a basic understanding of computers and elementary mathematics. With this background, a reader will find themselves quickly conducting sophisticated hands-on analyses of data sets.

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