附註:Includes bibliographical references and index.
Invited Papers -- Knowledge-Intensive Case-Based Reasoning in CREEK -- Designing Industrial Case-Based Reasoning Applications -- Research Papers -- Maintaining Case-Based Reasoning Systems: A Machine Learning Approach -- JColibri: An Object-Oriented Framework for Building CBR Systems -- Mémoire: Case Based Reasoning Meets the Semantic Web in Biology and Medicine -- Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions -- Dialogue Management for Conversational Case-Based Reasoning -- Hybrid Recommender Systems with Case-Based Components -- Measures of Solution Accuracy in Case-Based Reasoning Systems -- Representing Similarity for CBR in XML -- An Analysis of Case-Base Editing in a Spam Filtering System -- A Case Based Reasoning Approach to Story Plot Generation -- Explanation Oriented Retrieval -- Exploiting Background Knowledge when Learning Similarity Measures -- Software Design Retrieval Using Bayesian Networks and WordNet -- Case-Base Injection Schemes to Case Adaptation Using Genetic Algorithms -- Learning Feature Taxonomies for Case Indexing -- Maintenance Memories: Beyond Concepts and Techniques for Case Base Maintenance -- Textual Reuse for Email Response -- Case-Based, Decision-Theoretic, HTN Planning -- Using CBR in the Exploration of Unknown Environments with an Autonomous Agent -- Ceaseless Case-Based Reasoning -- Explanation Service for Complex CBR Applications -- Explaining the Pros and Cons of Conclusions in CBR -- Incremental Relaxation of Unsuccessful Queries -- Justification-Based Case Retention -- Case Retrieval Using Nonlinear Feature-Space Transformation -- Case-Based Object Recognition -- Explanations and Case-Based Reasoning: Foundational Issues -- MINLP Based Retrieval of Generalized Cases -- Case-Based Relational Learning of Expressive Phrasing in Classical Music -- CBRFlow: Enabling Adaptive Workflow Management Through Conversational Case-Based Reasoning -- CASEP2: Hybrid Case-Based Reason
摘要:This book constitutes the refereed proceedings of the 7th European Conference on Case-Based Reasoning, ECCBR 2004, held in Madrid, Spain in August/September 2004. The 56 revised full papers presented together with an invited paper and the abstract of an invited talk were carefully reviewed and selected from 85 submissions. All current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields are addressed.
