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| Preface Acknowledgements Contributors Part 1: Knowledge-Based Systems: An Overview D. Graham and D. Martland 1 Introduction to Knowledge-Based Systems 1.1 Background to Knowledge-Based Systems 1.1.1 Search Strategies 1.2 What is a Knowledge-Based System? 1.2.1 Basic Architecture 1.2.2 Characteristics of an Expert System 1.2.3 Explaining Solutions 1.2.4 Uncertainty 1.2.5 Evaluating Expert Systems Generally 2 Knowledge-Based System Architectures and Applications 2.1 Knowledge-Based System Tools and Architectures 2.1.1 Expert System Shells 2.1.2 High-Level Programming Languages 2.1.3 Hybrid Systems 2.1.4 Skeletal Systems 2.1.5 Truth Maintenance Systems 2.1.6 Current Research Problems in Expert Systems 2.1.7 Professional Issues 2.2 Knowledge-Based System Applications 2.2.1 Early Systems 2.2.2 Current Systems 3 Knowledge Elicitation 3.1 Knowledge Acquisition and Knowledge Elicitation 3.2 Stages of Knowledge Acquisition 3.3 Knowledge Acquisition Methodologies 3.3.1 Machine-Aided Knowledge Acquisition 3.3.2 Human-Labour Oriented Approaches to Knowledge Elicitation 3.4 Knowledge Elicitation Techniques 3.5 Knowledge Elicitation Issues 3.6 Knowledge Acquisition Tools:TEIRESIAS and OPAL 4 Knowledge Representation 4.1 Schemes for Representing Knowledge 4.2 Issues in Knowledge Representation 4.3 Logical Representation Schemes 4.4 Procedural Representation Schemes:Production Systems 4.5 Network Representations: Semantic Networks 4.6 Structured Representations 4.6.1 Conceptual Dependency Theory 4.6.2 Frames 4.6.3 Scripts 4.6.4 Objects 5 Neural Networks 5.1 Introduction 5.2 Background to Neural Networks 5.2.1 Motivation 5.2.2 Biological Neurons 5.3 Feed-Forward Networks 5.4 Applying Neural Network Methods 5.5 Feed-Back Networks 5.5.1 Lateral Inhibition 5.5.2 Hopfietd Networks 5.6 Kohonen Networks 5.7 Software Support for Neural Networks 5.8 Hardware Support for Neural Networks 5.9 Image Processing Applications 5.10 Strategies for Developing Applications Part 2: Image Processing: An Overview A. Barrett 6 Introduction to Image Processing 6.1 Background …… Part 3:Knowledge-Based Systems and Image Processing:D.Graham and A.Barrett Appendix A:Exercises and Further Reading References Author Index Subject Index |
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