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Case-Based Reasoning Research and Development

6th International Conference on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005. Proceedings

  • Héctor Muñoz-Ávila
  • Francesco Ricci
Conference proceedings ICCBR 2005

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3620)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3620)

Table of contents

  1. Front Matter
    PDF

  2. Invited Talks

    1. The Virtue of Reward: Performance, Reinforcement and Discovery in Case-Based Reasoning
      Derek Bridge
      Pages 1-1
    2. Learning to Optimize Plan Execution in Information Agents
      Craig A. Knoblock
      Pages 2-3
    3. Cased-Based Reasoning by Human Experts
      Colleen M. Seifert
      Pages 4-4

  3. Scientific Papers

    1. Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game
      David W. Aha, Matthew Molineaux, Marc Ponsen
      Pages 5-20
    2. An Ensemble of Case-Based Classifiers for High-Dimensional Biological Domains
      Niloofar Arshadi, Igor Jurisica
      Pages 21-34
    3. Language Games: Solving the Vocabulary Problem in Multi-Case-Base Reasoning
      Paolo Avesani, Conor Hayes, Marco Cova
      Pages 35-49
    4. Evaluation and Monitoring of the Air-Sea Interaction Using a CBR-Agents Approach
      Javier Bajo, Juan M. Corchado
      Pages 50-62
    5. A Comparative Analysis of Query Similarity Metrics for Community-Based Web Search
      Evelyn Balfe, Barry Smyth
      Pages 63-77
    6. A Case-Based Approach for Indoor Location
      Carlos Bento, Joao Peixoto, Marco Veloso
      Pages 78-90
    7. P2P Case Retrieval with an Unspecified Ontology
      Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
      Pages 91-105
    8. Autonomous Internal Control System for Small to Medium Firms
      M. Lourdes Borrajo, Juan M. Corchado, J. Carlos Yáñez, Florentino Fdez-Riverola, Fernando Díaz
      Pages 106-121
    9. The Application of a Case-Based Reasoning System to Attention-Deficit Hyperactivity Disorder
      Donald Brien, Janice Glasgow, Douglas Munoz
      Pages 122-136
    10. Reasoning with Textual Cases
      Stefanie Brüninghaus, Kevin D. Ashley
      Pages 137-151
    11. Using Ensembles of Binary Case-Based Reasoners
      Bill Cheetham, Joe Shultz
      Pages 152-162
    12. Transfer in Visual Case-Based Problem Solving
      Jim Davies, Ashok K. Goel, Nancy J. Nersessian
      Pages 163-176
    13. Generating Estimates of Classification Confidence for a Case-Based Spam Filter
      Sarah Jane Delany, Pádraig Cunningham, Dónal Doyle, Anton Zamolotskikh
      Pages 177-190
    14. Improving Gene Selection in Microarray Data Analysis Using Fuzzy Patterns Inside a CBR System
      Florentino Fdez-Riverola, Fernando Díaz, M. Lourdes Borrajo, J. Carlos Yáñez, Juan M. Corchado
      Pages 191-205
    15. CBR for State Value Function Approximation in Reinforcement Learning
      Thomas Gabel, Martin Riedmiller
      Pages 206-221
    16. Using CBR to Select Solution Strategies in Constraint Programming
      Cormac Gebruers, Brahim Hnich, Derek Bridge, Eugene Freuder
      Pages 222-236
    17. Case-Based Art
      Andrés Gómez de Silva Garza, Arám Zamora Lores
      Pages 237-251
    18. Supporting Conversation Variability in COBBER Using Causal Loops
      Hector Gómez-Gauchía, Belén Díaz-Agudo, Pedro Pablo Gómez Martín, Pedro González-Calero
      Pages 252-266
    19. Opportunities for CBR in Learning by Doing
      Pedro Pablo Gómez-Martín, Marco Antonio Gómez-Martín, Belén Díaz-Agudo, Pedro A. González-Calero
      Pages 267-281
    20. Navigating Through Case Base Competence
      Maarten Grachten, F. Alejandro García, Josep Lluís Arcos
      Pages 282-295
    21. A Knowledge-Intensive Method for Conversational CBR
      Mingyang Gu, Agnar Aamodt
      Pages 296-311
    22. Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks
      Conor Hayes, Paolo Avesani, Emiliano Baldo, Pádraig Cunningham
      Pages 312-326
    23. Acquiring Similarity Cases for Classification Problems
      Andrew Kinley
      Pages 327-338
    24. A Live-User Evaluation of Incremental Dynamic Critiquing
      Kevin McCarthy, Lorraine McGinty, Barry Smyth, James Reilly
      Pages 339-352
    25. Case Based Representation and Retrieval with Time Dependent Features
      Stefania Montani, Luigi Portinale
      Pages 353-367
    26. The Best Way to Instil Confidence Is by Being Right
      Conor Nugent, Pádraig Cunningham, Dónal Doyle
      Pages 368-381
    27. Cooperative Reuse for Compositional Cases in Multi-agent Systems
      Enric Plaza
      Pages 382-396
    28. Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation
      Jay H. Powell, Brandon M. Hauff, John D. Hastings
      Pages 397-407
    29. HYREC: A Hybrid Recommendation System for E-Commerce
      Bhanu Prasad
      Pages 408-420
    30. Extending jCOLIBRI for Textual CBR
      Juan A. Recio, Belén Díaz-Agudo, Marco A. Gómez-Martín, Nirmalie Wiratunga
      Pages 421-435
    31. Critiquing with Confidence
      James Reilly, Barry Smyth, Lorraine McGinty, Kevin McCarthy
      Pages 436-450
    32. Mapping Goals and Kinds of Explanations to the Knowledge Containers of Case-Based Reasoning Systems
      Thomas R. Roth-Berghofer, Jörg Cassens
      Pages 451-464
    33. An Approach for Temporal Case-Based Reasoning: Episode-Based Reasoning
      Miquel Sánchez-Marré, Ulises Cortés, Montse Martínez, Joaquim Comas, Ignasi Rodríguez-Roda
      Pages 465-476
    34. How to Combine CBR and RBR for Diagnosing Multiple Medical Disorder Cases
      Wenqi Shi, John A. Barnden
      Pages 477-491
    35. Case-Based Student Modeling Using Concept Maps
      Frode Sørmo
      Pages 492-506
    36. Learning Similarity Measures: A Formal View Based on a Generalized CBR Model
      Armin Stahl
      Pages 507-521
    37. Knowledge-Rich Similarity-Based Classification
      Timo Steffens
      Pages 522-536
    38. Autonomous Creation of New Situation Cases in Structured Continuous Domains
      Haris Supic, Slobodan Ribaric
      Pages 537-551
    39. Retrieval and Configuration of Life Insurance Policies
      Alexander Tartakovski, Martin Schaaf, Ralph Bergmann
      Pages 552-565
    40. Analogical and Case-Based Reasoning for Predicting Satellite Task Schedulability
      Pete Tinker, Jason Fox, Collin Green, David Rome, Karen Casey, Chris Furmanski
      Pages 566-578
    41. Case Adaptation by Segment Replanning for Case-Based Planning Systems
      Flavio Tonidandel, Marcio Rillo
      Pages 579-594
    42. Selecting the Best Units in a Fleet: Performance Prediction from Equipment Peers
      Anil Varma, Kareem S. Aggour, Piero P. Bonissone
      Pages 595-609
    43. CCBR–Driven Business Process Evolution
      Barbara Weber, Stefanie Rinderle, Werner Wild, Manfred Reichert
      Pages 610-624
    44. CBR for Modeling Complex Systems
      Rosina Weber, Jason M. Proctor, Ilya Waldstein, Andres Kriete
      Pages 625-639
    45. CBE-Conveyor: A Case-Based Reasoning System to Assist Engineers in Designing Conveyor Systems
      Fei Ling Woon, Brian Knight, Miltos Petridis, Mayur Patel
      Pages 640-651
  4. Back Matter
    PDF

About these proceedings

Keywords

E-Commerce Fuzzy Mapping Planning adaptive learning case-based planning case-based reasoning classification information retrieval instance-based learning knowledge management learning proving relational CBR tutoring systems

Editors and affiliations

  • Héctor Muñoz-Ávila
    • 1
  • Francesco Ricci
    • 2
  1. 1.Department of Computer Science & EngineeringLehigh UniversityBethlehem 
  2. 2.Free University of Bozen-Bolzano 

Bibliographic information