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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-Avila, Francesco Ricci (eds.).

By: (6th : International Conference on Case-Based Reasoning (6th : 2005 : Chicago, Ill.)Contributor(s): Muñoz-Avila, Héctor | Ricci, Francesco, 1959-Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 3620. | Lecture notes in computer science. Lecture notes in artificial intelligence.Publication details: Berlin ; New York : Springer, ©2005. Description: 1 online resource (xv, 654 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540318552; 3540318550; 3540281746; 9783540281740Other title: 6th International Conference on Case-Based Reasoning | Sixth International Conference on Case-Based Reasoning | International Conference on Case-Based Reasoning | ICCBR 2005Subject(s): Expert systems (Computer science) -- Congresses | Case-based reasoning -- Congresses | Artificial intelligence -- Congresses | Systèmes experts (Informatique) -- Congrès | Raisonnement par cas -- Congrès | Intelligence artificielle -- Congrès | COMPUTERS -- Expert Systems | Informatique | Artificial intelligence | Case-based reasoning | Expert systems (Computer science) | Algorithmus | Denken | Expertensystem | Künstliche Intelligenz | Relationale Datenbank | Système expert | Raisonnement par cas | wiskunde | mathematics | computerwetenschappen | computer sciences | kunstmatige intelligentie | artificial intelligence | bedrijfsinformatiesystemen | management information systems | logica | logic | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Conference papers and proceedings. | Chicago (Ill., 2005) | Kongress. Additional physical formats: Print version:: Case-based reasoning research and development.DDC classification: 006.3/3 LOC classification: QA76.76.E95 | I54 2005ebOther classification: SS 4800 | DAT 706f Online resources: Click here to access online
Contents:
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."
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Includes bibliographical references and index.

"The conference took place during August 23-26, 2005 at the downtown campus of DePaul University, in the heart of Chicago's downtown."

Print version record.

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.

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