Case-Based Reasoning Research and Development
This book constitutes the refereed proceedings of the 4th International Conference on Case-Based Reasoning, ICCBR 2001, held in Vancouver, BC, Canada, in July/August 2001.\ The 36 revised full research papers and 14 revised full application papers presented together with 3 invited papers were carefully reviewed and selected from 81 submissions. The papers address all current foundational and theoretical aspects of case-based reasoning as well as advanced applications in a variety of fields.
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This book constitutes the refereed proceedings of the 4th International Conference on Case-Based Reasoning, ICCBR 2001, held in Vancouver, BC, Canada, in July/August 2001.The 36 revised full research papers and 14 revised full application papers presented together with 3 invited papers were carefully reviewed and selected from 81 submissions. The papers address all current foundational and theoretical aspects of case-based reasoning as well as advanced applications in a variety of fields.
Highlights of the European INRECA Projects1The Synthesis of Expressive Music: A Challenging CBR Application16Why Case-Based Reasoning Is Attractive for Image Interpretation27Similarity Assessment for Relational CBR44Acquiring Customer Preferences from Return-Set Selections59The Role of Information Extraction for Textual CBR74Case-Based Reasoning in Course Timetabling: An Attribute Graph Approach90Ranking Algorithms for Costly Similarity Measures105A Fuzzy-Rough Approach for Case Base Maintenance118Learning and Applying Case-Based Adaptation Knowledge131Case Representation Issues for Case-Based Reasoning from Ensemble Research146A Declarative Similarity Framework for Knowledge Intensive CBR158Classification Based Retrieval Using Formal Concept Analysis173Conversational Case-Based Planning for Agent Team Coordination189A Hybrid Approach for the Management of FAQ Documents in Latin Languages204Taxonomic Conversational Case-Based Reasoning219A Case-Based Reasoning View of Automated Collaborative Filtering234A Case-Based Approach to Tailoring Software Processes249The Conflict Graph for Maintaining Case-Based Reasoning Systems263Issues on the Effective Use of CBR Technology for Software Project Prediction276Incremental Case-Based Plan Recognition Using State Indices291A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs306When Two Case Bases Are Better than One: Exploiting Multiple Case Bases321COBRA: A CBR-Based Approach for Predicting Users Actions in a Web Site336Similarity vs. Diversity347Collaborative Case-Based Reasoning: Applications in Personalised Route Planning362Helping a CBR Program Know What It Knows377Precision and Recall in Interactive Case-Based Reasoning392Meta-case-Based Reasoning: Using Functional Models to Adapt Case-Based Agents407Exploiting Interchangeabilities for Case Adaptation422Ensemble Case-Based Reasoning: Collaboration Policies for Multiagent Cooperative CBR437MAMa: A Maintenance Manual for Case-Based Reasoning Systems452Rough Sets Reduction Techniques for Case-Based Reasoning467Sequential Instance-Based Learning for Planning in the Context of an Imperfect Information Game483Learning Feature Weights from Case Order Feedback502Adaptation by Applying Behavior Routines and Motion Strategies in Autonomous Navigation517An Accurate Adaptation-Guided Similarity Metric for Case-Based Planning531Releasing Memory Space through a Case-Deletion Policy with a Lower Bound for Residual Competence546Using Description Logics for Designing the Case Based in a Hybrid Approach for Diagnosis Integrating Model and Case-Based Reasoning561T-Air: A Case-Based Reasoning System for Designing Chemical Absorption Plants576Benefits of Case-Based Reasoning in Color Matching589CBR for Dimensional Management in a Manufacturing Plant597Real-Time Creation of Frequently Asked Questions611Managing Diagnostic Knowledge in Text Cases622CBR Adaptation for Chemical Formulation634A Case-Based Reasoning Approach for Due-Date Assignment in a Wafer Fabrication Factory648DubLet: An Online CBR System for Rental Property Recommendation660Improved Performance Support through an Integrated Task-Based Video Case Library675Transforming Electronic Mail Folders into Case Bases690Case-Based Reasoning in the Care of Alzheimer's Disease Patients702Prototype of an Intelligent Failure Analysis System716Applying CBR and Object Database Techniques in Chemical Process Design731Mining High-Quality Cases for Hypertext Prediction and Prefetching744Author Index757
