Case-Based Reasoning Research and Development: 6th International Conference on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005, ProceedingsThe International Conference on Case-Based Reasoning (ICCBR) is the p- eminent international meeting on case-based reasoning (CBR). ICCBR 2005 (http: //www.iccbr.org/iccbr05/) was the sixth in this series of biennial - ternationalconferenceshighlightingthemostsigni'cantcontributionstothe'eld of CBR. The conference took place during August 23-26, 2005 at the downtown campus of DePaul University, in the heart of Chicago's downtown "Loop." P- vious ICCBR conferences were held in Trondheim, Norway (2003), Vancouver, Canada (2001), Seeon, Germany(1999), Providence, Rhode Island, USA (1997), and Sesimbra, Portugal (1995). Day 1 of ICCBR 2005 was Industry Day, which provided real-world expe- ences utilizing CBR in ?elded applications.Day 2 featuredvarious workshopson CBR in the health sciences, textual case-based reasoning, computer gaming and simulation environments, and similarities - Processes- Work'ows.Days 3 and4 comprisedpresentationsandpostersontheoreticalandappliedCBRresearch, as well as invited talks from three distinguished scholars: Derek Bridge, University College Cork, Craig Knoblock, University of Southern California, and Colleen Seifert, University of Michigan. The presentationsand posterscovereda wide rangeof CBR topics, including adaptation, applications, case base maintenance, computer games, creative r- soning, knowledge representation, interactive systems, knowledge management, knowledgeacquisition, multiagentcollaborativesystems, similarity, tutorings- tems, bioinformatics, and textual CBR. |
Contents
Invited Talks | 1 |
An Ensemble of CaseBased Classifiers for HighDimensional Biological | 21 |
Solving the Vocabulary Problem in MultiCaseBase | 35 |
Evaluation and Monitoring of the AirSea Interaction Using | 50 |
A Comparative Analysis of Query Similarity Metrics | 63 |
A CaseBased Approach for Indoor Location | 78 |
P2P Case Retrieval with an Unspecified Ontology | 91 |
Autonomous Internal Control System for Small to Medium Firms | 106 |
Case Based Representation and Retrieval with Time Dependent | 353 |
The Best Way to Instil Confidence Is by Being Right | 368 |
Cooperative Reuse for Compositional Cases in Multiagent Systems | 382 |
Evaluating the Effectiveness of Exploration and Accumulated | 397 |
Extending jCOLIBRI for Textual | 421 |
Critiquing with Confidence | 436 |
Mapping Goals and Kinds of Explanations to the Knowledge Containers | 451 |
How to Combine CBR and RBR for Diagnosing Multiple Medical | 477 |
The Application of a CaseBased Reasoning System to AttentionDeficit | 122 |
Reasoning with Textual Cases | 137 |
Using Ensembles of Binary CaseBased Reasoners | 152 |
Generating Estimates of Classification Confidence for a CaseBased | 177 |
Improving Gene Selection in Microarray Data Analysis Using Fuzzy | 191 |
CBR for State Value Function Approximation in Reinforcement | 206 |
Using CBR to Select Solution Strategies in Constraint Programming | 222 |
CaseBased | 237 |
Supporting Conversation Variability in COBBER Using Causal Loops | 252 |
Opportunities for CBR in Learning by Doing | 267 |
Navigating Through Case Base Competence | 282 |
A KnowledgeIntensive Method for Conversational | 296 |
Reusing Implicit Knowledge in ShortTerm Information Profiles | 312 |
Acquiring Similarity Cases for Classification Problems | 327 |
CaseBased Student Modeling Using Concept Maps | 492 |
A Formal View Based on a Generalized | 507 |
KnowledgeRich SimilarityBased Classification | 522 |
Autonomous Creation of New Situation Cases in Structured Continuous | 537 |
Retrieval and Configuration of Life Insurance Policies | 552 |
Analogical and CaseBased Reasoning for Predicting Satellite Task | 566 |
Case Adaptation by Segment Replanning for CaseBased Planning | 579 |
Performance Prediction from | 595 |
CCBRDriven Business Process Evolution | 610 |
CBR for Modeling Complex Systems | 625 |
A CaseBased Reasoning System to Assist Engineers | 640 |
653 | |
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Common terms and phrases
actions activity adaptation agent algorithm allows applied approach attributes building Case-Based Reasoning CBR system classifiers clustering combination compared compilation complex component Computer concept Conference confidence considered constructed contains conversation created critiques cycle dataset decision described determine developed different distance distributed domain dynamic environment evaluation example experiments explanation expression Factors Figure function given goal important improve individual initial instance Intelligence interaction International issue knowledge label learning maps matching means measure method metrics Notes object obtained particular performance position possible prediction presented problem Proceedings proposed query question recommendation relation relevant representation represented retrieval score selection session shown shows similarity single situation solution solve spam step strategy structure student suggested Table task techniques weights