Case-Based Reasoning Research and Development

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

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

• Artificial Intelligence
• Case-Based Reasoning
• Knowledge Representation
• Information Retrieval
• Similarity Measure
• Analogy
• Adaptation and Reuse
• Planning
• Natural Language Processing
• Machine Learning
• Recommender Systems
• Process Management
• Workflows
• Robotics
• Interactive HCI
• Semantic Indexing
• Big Data
• Fault diagnosis
• Human computer interaction
• Text mining

• Universität Paderborn, Paderborn, Germany

  Eyke Hüllermeier

• Goethe-Universität Frankfurt, Frankfurt/Main, Germany

  Mirjam Minor

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