Machine learning : an integrated framework and its applications

Bibliographic Information

Machine learning : an integrated framework and its applications

F. Bergadano and A. Giordana, L. Saitta

(Ellis Horwood series in artificial intelligence)

E. Horwood, 1991

Available at  / 10 libraries

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Note

Bibliography: p. [130]-144

Includes index

Description and Table of Contents

Description

This exploration of machine-learning concepts provides a general framework which describes in a unified manner the different learning techniques, including the top-down inductive generation of discriminant rules and explanation-based learning.

Table of Contents

  • Knowledge representation
  • relating logical expressions to concept examples in a database framework
  • induction
  • explanation-based learning
  • an integrated system
  • knowledge refinement
  • a classifier using the learned knowledge
  • application to speech/image recognition
  • application to fault diagnosis.

by "Nielsen BookData"

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Details

  • NCID
    BA13354724
  • ISBN
    • 013541749X
  • Country Code
    us
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    New York
  • Pages/Volumes
    vi, 146 p.
  • Size
    25 cm
  • Parent Bibliography ID
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