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Author:   Jerzy W. Grzymala-Busse
Publisher:   Springer
Imprint:   Springer
Edition:   1991 ed.
Volume:   143
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   1.160kg
ISBN:  

9780792391692

ISBN 10:   0792391691
Pages:   224
Publication Date:   31 July 1991
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

1 Introdution.- 1.1 Architecture of an Expert System.- 1.2 Building Expert Systems.- 1.3 Uncertainty in Expert Systems.- 1.4 Taxonomy of Expert Systems.- 2 Knowledge Representation.- 2.1 First-Order Logic.- 2.2 Production Systems.- 2.3 Semantic Nets.- 2.4 Frames.- Exercises.- 3 Knowledge Acquisition.- 3.1 Manual and Interactive Techniques.- 3.2 Machine Learning.- 3.3 Rule Learning from Examples.- 3.4 Rule Base Verification.- Exercises.- 4 One-Valued Quantitative Approaches.- 4.1 Probability Theory.- 4.2 Systems using Bayes’ Rule.- 4.3 Belief Networks.- 4.4 Certainty Factors.- Exercises.- 5 Two-Valued Quantitative Approaches.- 5.1 Dempster-Shafer Theory.- 5.2 Inferno.- 5.3 Concluding Remarks.- Exercises.- 6 Set-Valued Quantitative Approaches.- 6.1 Fuzzy Set Theory.- 6.2 Incidence Calculus.- 6.3 Rough Set Theory.- 6.4 Concluding Remarks.- Exercises.- 7 Qualitative Approaches.- 7.1 Modal Logics.- 7.2 Nonmonotonicity.- 7.3 Plausible Reasoning.- 7.4 Heuristic Methods.- 7.5 Concluding Remarks.- Exercises.- References.

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