Exemplar-Based Knowledge Acquisition
eBook - PDF

Exemplar-Based Knowledge Acquisition

A Unified Approach to Concept Representation, Classification, and Learning

  1. 184 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Exemplar-Based Knowledge Acquisition

A Unified Approach to Concept Representation, Classification, and Learning

About this book

Exemplar-Based Knowledge Acquisition: A Unified Approach to Concept Representation, Classification, and Learning covers the fundamental issues in cognitive science and the technology for solving real problems. This text contains six chapters and begins with a description of the rationale for the design of Protos Approach, its construction and performance. The succeeding chapters discuss how the Protos approach meets the requirements of representing concepts, using them for classification, and acquiring them from available training. These chapters also deal with the design and implementation of Protos. These topics are followed by a presentation of examples of the application of Protos to audiology and evaluate its performance. The final chapters survey related work in the areas of case-based reasoning and automated knowledge acquisition and the contributions of Protos approach. This book will be of great value to psychologists, psychiatrists, and researchers in the field of artificial intelligence.

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Yes, you can access Exemplar-Based Knowledge Acquisition by Ray Bareiss, B. Chandrasekaran in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Front Cover
  2. Exemplar-Based Knowledge Acquisition: A Unified Approach to Concept Representation, Classification, and Learning
  3. Copyright Page
  4. Table of Contents
  5. Dedication
  6. Editor's Note
  7. Acknowledgments
  8. Preface
  9. Chapter 1. Introduction
  10. Chapter 2. An Overview of the Protos Approach
  11. Chapter 3. The Design of the Protos System
  12. Chapter 4. Evaluation of Protos
  13. Chapter 5. Related Research
  14. Chapter 6. Contributions and Future Work
  15. Appendix A: Human Concept Representation
  16. Appendix B: Protos' Category Structure
  17. Appendix C: Protos' Explanation Language
  18. Appendix D: Explanation Heuristics
  19. Appendix E: The Experimental Questionnaire
  20. Glossary of Protos Terminology
  21. Glossary of Audiological Terminology
  22. Bibliography
  23. Index
  24. Perspectives in Artificial Intelligence