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Automated Knowledge Acquisition - Sabrina Sestito - Paperback

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Sestito, Sabrina

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Automated Knowledge Acquisition - Sabrina Sestito - Paperback, 1stth Edition, ISBN 9780133011364 Own This Book? Sell It
ISBN-13:

9780133011364

ISBN:

0133011364

Edition: 1st Publisher: Prentice Hall PTR Summary: This tutorial provides clear explanations of techniques for automated knowledge acquisition. Covers topics such as induction algorithms using decision trees; induction algorithms using progressive rule generation; sub-symbolic learning methods, artificial neural networks; other machine learning paradigms; theoretical considerations; the extraction of rules and concepts using a single-layered Hebbian neural network; B [read more]
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ISBN-13:

9780133011364


ISBN:

0133011364


Edition: 1st
Publisher: Prentice Hall PTR

This tutorial provides clear explanations of techniques for automated knowledge acquisition. Covers topics such as induction algorithms using decision trees; induction algorithms using progressive rule generation; sub-symbolic learning methods, artificial neural networks; other machine learning paradigms; theoretical considerations; the extraction of rules and concepts using a single-layered Hebbian neural network; BRAINNE - automated knowledge acquisition using multi-layered neural network; and BRAINNE in the real world. For computer professionals who wish to gain a good understanding of automated knowledge acquisition techniques.

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