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-Avila, Francesco Ricci (eds.)
Invited Talks -- The Virtue of Reward: Performance, Reinforcement and Discovery in Case-Based Reasoning -- Learning to Optimize Plan Execution in Information Agents -- Cased-Based Reasoning by Human Experts -- Scientific Papers -- Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game -- An Ensemble of Case-Based Classifiers for High-Dimensional Biological Domains -- Language Games: Solving the Vocabulary Problem in Multi-Case-Base Reasoning -- Evaluation and Monitoring of the Air-Sea Interaction Using a CBR-Agents Approach -- A Comparative Analysis of Query Similarity Metrics for Community-Based Web Search -- A Case-Based Approach for Indoor Location -- P2P Case Retrieval with an Unspecified Ontology -- Autonomous Internal Control System for Small to Medium Firms -- The Application of a Case-Based Reasoning System to Attention-Deficit Hyperactivity Disorder -- Reasoning with Textual Cases -- Using Ensembles of Binary Case-Based Reasoners -- Transfer in Visual Case-Based Problem Solving -- Generating Estimates of Classification Confidence for a Case-Based Spam Filter -- Improving Gene Selection in Microarray Data Analysis Using Fuzzy Patterns Inside a CBR System -- CBR for State Value Function Approximation in Reinforcement Learning -- Using CBR to Select Solution Strategies in Constraint Programming -- Case-Based Art -- Supporting Conversation Variability in COBBER Using Causal Loops -- Opportunities for CBR in Learning by Doing -- Navigating Through Case Base Competence -- A Knowledge-Intensive Method for Conversational CBR -- Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks -- Acquiring Similarity Cases for Classification Problems -- A Live-User Evaluation of Incremental Dynamic Critiquing -- Case Based Representation and Retrieval with Time Dependent Features -- The Best Way to Instil Confidence Is by Being Right -- Cooperative Reuse for Compositional Cases in Multi-agent Systems -- Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation -- HYREC: A Hybrid Recommendation System for E-Commerce -- Extending jCOLIBRI for Textual CBR -- Critiquing with Confidence -- Mapping Goals and Kinds of Explanations to the Knowledge Containers of Case-Based Reasoning Systems -- An Approach for Temporal Case-Based Reasoning: Episode-Based Reasoning -- How to Combine CBR and RBR for Diagnosing Multiple Medical Disorder Cases -- Case-Based Student Modeling Using Concept Maps -- Learning Similarity Measures: A Formal View Based on a Generalized CBR Model -- Knowledge-Rich Similarity-Based Classification -- Autonomous Creation of New Situation Cases in Structured Continuous Domains -- Retrieval and Configuration of Life Insurance Policies -- Analogical and Case-Based Reasoning for Predicting Satellite Task Schedulability -- Case Adaptation by Segment Replanning for Case-Based Planning Systems -- Selecting the Best Units in a Fleet: Performance Prediction from Equipment Peers -- CCBR-Driven Business Process Evolution -- CBR for Modeling Complex Systems -- CBE-Conveyor: A Case-Based Reasoning System to Assist Engineers in Designing Conveyor Systems
Summary
"The conference took place during August 23-26, 2005 at the downtown campus of DePaul University, in the heart of Chicago's downtown."
Analysis
wiskunde
mathematics
computerwetenschappen
computer sciences
kunstmatige intelligentie
artificial intelligence
bedrijfsinformatiesystemen
management information systems
logica
logic
Information and Communication Technology (General)
