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Title Statements

  • Full title :<>.

Edition Statements

  • Publication Date:1991.

Publication Statements

The Physical Object

  • Description:1 online resource (682 pages) : : illustrations.

Edition Identifiers

  • ISBN:9781558602007, 1558602003, 9781483298177, 1483298175
  • oclc:on1156366014
  • LC Classification:Q325.5
  • Dewey Decimal:006.3/1

Table of Contents

Front Cover; Machine Learning; Copyright Page; Preface; ML91 Organizing Committee; ML91 Workshop Committees; Table of Contents; Part I: Automated Knowledge Acquisition; Chapter 1. Design Rationale Capture as Knowledge Acquisition: Tradeoffs in the Design of Interactive Tools; Abstract; 1 THE PROBLEM OF DESIGN RATIONALE CAPTURE; 2 SOME APPROACHES TO DESIGN RATIONALE CAPTURE; 3 DIMENSIONS OF THE DESIGN SPACE FOR DRC TOOLS; 4 THE INFLUENCE OF USE ON DESIGNRATIONALE ACQUISITION; 5 BLENDING MACHINE LEARNING AND INTERACTIVE ELICITATION FOR DESIGN RATIONALE CAPTURE

6 EXPLAINING DESIGN RATIONALE WITH SIMULATION7 NO STRINGS ATTACHED: DEEPER DESIGN KNOWLEDGE CAPTURE MEANS BETTER COST/BENEFIT; Acknowledgements; References; Chapter 2. A Domain-Independent Framework for Effective Experimentation in Planning; Abstract; 1 INTRODUCTION; 2 LEARNING BY EXPERIMENTATION IN PLANNING; 3 FINDING RELEVANT CONDITIONS FOR FAILURE; 4 RELATED WORK; 5 CONCLUSIONS; Acknowledgements; References; Chapter 3. Knowledge Refinement Using a High-Level, Non-Technical Vocabulary; Abstract; 1 INTRODUCTION; 2 CULTURALLY-SHARED MODELS; 3 TWO CHALLENGES; 4 OVERVIEW OF THE APPROACH

5 AN EXAMPLE6 DISCUSSION AND EVALUATION;…

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Subjects

Apprentissage automatique -- Congrès Apprentissage de concepts -- Congrès artificial intelligence Artificial intelligence -- Congresses Concept learning Concept learning -- Congresses Conference papers and proceedings Induction (Logic) Induction (Logic) -- Congresses Induction (Logique) -- Congrès Information storage and retrieval syste… Information storage and retrieval syste… Intelligence artificielle -- Congrès Machine learning Machine learning -- Congresses Systèmes d'information -- Congrès

Writers

Birnbaum, Lawrence Collins, Gregg Jackson, Jo Montooth, Sharon Morgan, Michael B.

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