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Case-Based Reasoning Research and Development

23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28-30, 2015. Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Eyke Hüllermeier

    1. Universität Paderborn, Paderborn, Germany

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    You can also search for this editor in PubMed   Google Scholar

  2. Mirjam Minor

    1. Goethe-Universität Frankfurt, Frankfurt/Main, Germany

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9343)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICCBR 2015.

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Table of contents (26 papers)

  1. Front Matter

    Pages I-XI
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  2. Case Base Maintenance in Preference-Based CBR

    • Amira Abdel-Aziz, Eyke Hüllermeier
    Pages 1-14

  3. Learning to Estimate: A Case-Based Approach to Task Execution Prediction

    • Bryan Auslander, Michael W. Floyd, Thomas Apker, Benjamin Johnson, Mark Roberts, David W. Aha
    Pages 15-29

  4. Case-Based Policy and Goal Recognition

    • Hayley Borck, Justin Karneeb, Michael W. Floyd, Ron Alford, David W. Aha
    Pages 30-43

  5. Adapting Sentiments with Context

    • Flávio Ceci, Rosina O. Weber, Alexandre L. Gonçalves, Roberto C. S. Pacheco
    Pages 44-59

  6. Aspect Selection for Social Recommender Systems

    • Yoke Yie Chen, Xavier Ferrer, Nirmalie Wiratunga, Enric Plaza
    Pages 60-72

  7. Music Recommendation: Audio Neighbourhoods to Discover Music in the Long Tail

    • Susan Craw, Ben Horsburgh, Stewart Massie
    Pages 73-87

  8. Goal-Driven Autonomy with Semantically-Annotated Hierarchical Cases

    • Dustin Dannenhauer, Héctor Muñoz-Avila
    Pages 88-103

  9. Evaluating a Textual Adaptation System

    • Valmi Dufour-Lussier, Jean Lieber
    Pages 104-118

  10. Visual Case Retrieval for Interpreting Skill Demonstrations

    • Tesca Fitzgerald, Keith McGreggor, Baris Akgun, Andrea Thomaz, Ashok Goel
    Pages 119-133

  11. Improving Trust-Guided Behavior Adaptation Using Operator Feedback

    • Michael W. Floyd, Michael Drinkwater, David W. Aha
    Pages 134-148

  12. Top-Down Induction of Similarity Measures Using Similarity Clouds

    • Thomas Gabel, Eicke Godehardt
    Pages 149-164

  13. Improving Case Retrieval Using Typicality

    • Emmanuelle Gaillard, Jean Lieber, Emmanuel Nauer
    Pages 165-180

  14. CBR Meets Big Data: A Case Study of Large-Scale Adaptation Rule Generation

    • Vahid Jalali, David Leake
    Pages 181-196

  15. Addressing the Cold-Start Problem in Facial Expression Recognition

    • Jose L. Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García
    Pages 197-211

  16. Flexible Feature Deletion: Compacting Case Bases by Selectively Compressing Case Contents

    • David Leake, Brian Schack
    Pages 212-227

  17. A Case-Based Approach for Easing Schema Semantic Mapping

    • Emmanuel Malherbe, Thomas Iwaszko, Marie-Aude Aufaure
    Pages 228-243

  18. Great Explanations: Opinionated Explanations for Recommendations

    • Khalil Muhammad, Aonghus Lawlor, Rachael Rafter, Barry Smyth
    Pages 244-258

  19. Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning

    • Gilbert Müller, Ralph Bergmann
    Pages 259-274

  20. Fault Diagnosis via Fusion of Information from a Case Stream

    • Tomas Olsson, Ning Xiong, Elisabeth Källström, Anders Holst, Peter Funk
    Pages 275-289
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  1. Case-Based Reasoning Research and Development

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About this book

This book constitutes the refereed proceedings of the 23rd International Conference on Case-Based Reasoning Research and Development, ICCBR 2015, held in Frankfurt am Main, Germany, in September 2015.


The 26 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide range of CBR topics that are of interest both to researchers and practitioners from foundations of Case-Based Reasoning; over CBR systems for specific tasks and related fields; up to CBR systems, applications and lessons learned in specific areas of expertise such as health; e-science; finance; energy, logistics, traffic; game/AI; cooking; diagnosis, technical support; as well as knowledge and experience management


Editors and Affiliations

  • Universität Paderborn, Paderborn, Germany

    Eyke Hüllermeier

  • Goethe-Universität Frankfurt, Frankfurt/Main, Germany

    Mirjam Minor

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