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Home / Proceedings / AAAI Workshop Papers 1994 /

Case-Based Reasoning

Contents

  • Preface

    David Aha

    iv

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Analogical Replay: Utility Analyses

  • When (not) to Use Derivational Analogy: Lessons Learned Using APU

    Sanjay Bhansali

    1

    PDF
  • Evaluating the Effectiveness of Derivation Replay in Partial-Order vs. State-Space Planning

    Laurie H. Ihrig, Subbarao Kambhampati

    8

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  • Analogy Makes Proofs Feasible

    Erica Melis, Manuela Veloso

    13

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Behavioral Evalutation: Detailed Empirical Analyses

  • Evaluating CELIA: A Study of the Effect of Case Acquisition

    Michael Redmond

    18

    PDF
  • Systematic Evaluation of Design Decisions in CBR Systems

    Juan Carlos Santamaria, Ashwin Ram

    23

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  • Instance-Based Prediction of Continuous Values

    Tony Townsend-Weber, Dennis Kibler

    30

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Cross-Paradigm Comparisons

  • A Comparative Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems

    Anthony G. Francis, Jr., Ashwin Ram

    36

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  • Towards a Better Understanding of Memory-Based Reasoning Systems

    John Rachlin, Simon Kasif, Steven Salzberg, David W. Aha

    41

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  • A Comparison of Model-Based and Incremental Case-Based Approaches to Electronic Fault Diagnosis

    Padraig Cunningham, Barry Smyth

    48

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  • Computational Trade-Offs in Experience-Based Reasoning

    Ashok K. Goel, Khaled S. Ali, and Andres Gomez de Silva Garza

    55

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  • Cases, Models, and Rules for Fault Management: An Evaluation

    Stamos T. Karamouzis, Stefan Feyock

    62

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  • Learning Prediction of Time Series: A Theoretical and Empirical Comparison of CBR with Some Other Approaches

    Gholamreza Nakhaeizadeh

    67

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Integrating Approaches: Empirical Evaluations

  • An Empirical Evaluation of Model-Based Case Matching and Adaptation

    L. Karl Branting, John D. Hastings

    72

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  • Decision-Theoretic Evaluation of Design Choices in a Case-Based Environment

    Qing Cheng, Costas Tsatsoulis

    79

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  • The Evaluation of Anapron: A Case Study in Evaluating a Case-Based System

    Andrew R. Golding, Paul S. Rosenbloom

    84

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  • Case-Based Anytime Learning

    Case-Based Anytime Learning

    90

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Learning Feature Relevance: Empirical and Forman Analyses

  • Bootstrapping Memory-Based Learning with Genetic Algorithms

    John W. Sheppard, Steven L. Salzberg

    96

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  • Case-Based Reasoning for Multi-Step Problems and its Integration with Heuristic Search

    Christian Reiser, Hermann Kaindl

    101

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  • Feature Selection for Case-Based Classification of Cloud Types: An Empirical Comparison

    David W. Aha, Richard L. Bankert

    106

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  • Oblivious Decision Trees and Abstract Cases

    Pat Langley, Stephanie Sage

    113

    PDF
  • Generalizing the Claim Lattice with Applications for Learning by Local Clustering

    Robert McCartney, Dale E. Fish

    118

    PDF
  • An Optimal Weighting Criterion of Case Indexing for both Numeric and Symbolic Attributes

    Takao Mohri, Hidehiko Tanaka

    123

    PDF
  • Toward PAC-Learning of Weights from Qualitative Distance Information

    Ken Satoh, Seishi Okamoto

    128

    PDF

Pilot Studies

  • Using Artificial Intelligence to Support Traffic Flow Management Problem Resolution

    Scott J. Bayles, Bikas K. Das

    133

    PDF
  • Clinical Trial and Evaluation of a Prototype Case-Based System for Planning Medical Imaging Work-up Strategies

    Charles E. Kahn, Jr.

    138

    PDF

Retrieval Algorithms: Empirical Evaluations

  • An Evaluation of RECIDE/PSY — An Advisor in the Domain of Psychology

    Carlos Bento, Penousal Machado, and Ernesto Costa

    143

    PDF
  • Iterative Design of Case Retrieval Systems

    Eric K. Jones, Aaron Roydhouse

    150

    PDF
  • Evaluating a Case-Based Planning System

    Brian Kettler, James Hendler

    157

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  • Evaluating Comparative Evaluation Models

    Kevin D. Ashley, Bruce M. McLaren

    164

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  • Evaluating BankXX: Heuristic Harvesting of Information for Case-Based Argument

    Edwina L. Rissland, David B. Skalak, and M. Timur Friedman

    172

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Similarity and Adaptation

  • Towards Formalizations in Case-Based Reasoning for Synthesis

    Katy Borner

    177

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  • Geometric Similarity Metrics for Case-Based Reasoning

    Karen Zita Haigh, Jonathan Richard Shewchuk

    182

    PDF

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