Automated Knowledge Acquisition - Paradigms for Performing While Transforming

Sestito, Sabrina; Dillon, Tharam S.

ISBN 10: 0133011364 / ISBN 13: 9780133011364

Published by Prentice Hall, 1994

About this Item

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Seller Inventory # ABBB-95558

Bibliographic Details

• Title: Automated Knowledge Acquisition - Paradigms for Performing While Transforming
• Publisher: Prentice Hall
• Publication Date: 1994
• Language: English
• ISBN 10: 0133011364
• ISBN 13: 9780133011364
• Binding: Soft cover
• Condition: New

About this title

Synopsis

This tutorial provides clear explanations of techniques for automated knowledge acquisition. The techniques covered include: decision tree methods, progressive rule generation, explanation-based learning, artificial neural networks, and genetic algorithm approaches. The book is suitable for both advanced undergraduate and graduate students and computer professionals.

From the Back Cover

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.