Artificial intelligence : theory and practice

Bibliographic Information

Artificial intelligence : theory and practice

Thomas Dean, James Allen, Yiannis Aloimonos

Benjamin/Cummings Pub. Co., c1995

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Note

Bibliography: p. 539-549

Includes index

Description and Table of Contents

Description

This book provides a detailed understanding of the broad issues in artificial intelligence and a useful survey of current AI technology. The author delivers broad coverage of innovative representational techniques, including neural networks, image processing, and probabilistic reasoning, alongside the traditional methods of symbolic reasoning. AI algorithms are described in detailed prose in the text and fully implemented in LISP at the ends of chapters. A stand-alone LISP chapter makes an excellent reference and refresher. Each chapter includes a detailed description of an AI application.

Table of Contents

1. Introduction. 2. Symbolic Reasoning. 3. Representation and Logic. 4. Search. 5. Learning. 6. Advanced Representation. 7. Planning. 8. Uncertainty. 9. Image Understanding. 10. Natural Language Processing. 0805325476T04062001

by "Nielsen BookData"

Details
  • NCID
    BA25662075
  • ISBN
    • 0805325476
  • LCCN
    94032625
  • Country Code
    us
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Redwood City, Calif. ; Tokyo
  • Pages/Volumes
    xxi, 563 p., [4] p. of plates
  • Size
    24 cm
  • Classification
  • Subject Headings
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