Case-Based Reasoning Research and Development 基于案例推理研究与发展/会议录

出版社:Springer
出版日期:2005-09-27
ISBN:9783540281740
作者:Munoz-Avila,Hector,Ricci,Francesco
页数:654页

书籍目录

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 ExpertsScientific Papers  Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game  An Ensemble of Case-Based Classifiers for High-Dimensiona] 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  ……Author Index

作者简介

This book constitutes the refereed proceedings of the 6th International Conference on Case-Based Reasoning, ICCBR 2005, held in Chicago, IL, USA, in August 2005. The 19 revised full research papers and 26 revised poster papers presented together with the abstracts of 3 invited talks were carefully reviewed and selected from 74 submissions. The papers address all current foundational, theoretical and research aspects of case-based reasoning as well as advanced applications either with innovative commercial deployment or practical, social, environmental or economic significance.


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