Case-Based Reasoning Research and Development: 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, Proceedings - Softcover

Softcover

ISBN 10: 3662203758 ISBN 13: 9783662203750

Publisher: Springer, 2014

Synopsis

Invited Talks.- Human-Centered CBR: Integrating Case-Based Reasoning with Knowledge Construction and Extension.- On the Role of the Cases in Case-Based Planning.- From Manual Knowledge Engineering to Bootstrapping: Progress in Information Extraction and NLP.- Scientific Papers.- SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning.- Extracting Performers' Behaviors to Annotate Cases in a CBR System for Musical Tempo Transformations.- Case-Based Ranking for Decision Support Systems.- Analogical Reasoning for Reuse of Object-Oriented Specifications.- Combining Case-Based and Model-Based Reasoning for Predicting the Outcome of Legal Cases.- Measuring the Similarity of Labeled Graphs.- Global Grade Selector: A Recommender System for Supporting the Sale of Plastic Resin.- Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems.- An Evaluation of the Usefulness of Case-Based Explanation.- Adaptation Guided Retrieval Based on Formal Concept Analysis.- Club ? (Trèfle): A Use Trace Model.- Case-Based Plan Recognition in Computer Games.- Solution Verification in Software Design: A CBR Approach.- Evaluation of Case-Based Maintenance Strategies in Software Design.- Optimal Case-Based Refinement of Adaptation Rule Bases for Engineering Design.- Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models.- An Empirical Analysis of Linear Adaptation Techniques for Case-Based Prediction.- A Framework for Historical Case-Based Reasoning.- An Investigation of Generalized Cases.- On the Role of Diversity in Conversational Recommender Systems.- Similarity and Compromise.- The General Motors Variation-Reduction Adviser: Evolution of a CBR System.- Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm.- Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach.- Soft Interchangeability for Case Adaptation.- Supporting the IT Security of eServices with CBR-Based Experience Management.- Improving Similarity Assessment with Entropy-Based Local Weighting.- Collaborative Case Retention Strategies for CBR Agents.- Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning.- Incremental Learning of Retrieval Knowledge in a Case-Based Reasoning System.- Case Base Management for Analog Circuits Diagnosis Improvement.- Empirical Analysis of Case-Based Reasoning and Other Prediction Methods in a Social Science Domain: Repeat Criminal Victimization.- A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation.- Product Recommendation with Interactive Query Management and Twofold Similarity.- Unifying Weighting and Case Reduction Methods Based on Rough Sets to Improve Retrieval.- A Knowledge Representation Format for Virtual IP Marketplaces.- Managing Experience for Process Improvement in Manufacturing.- Using Evolution Programs to Learn Local Similarity Measures.- Playing Mozart Phrase by Phrase.- Using Genetic Algorithms to Discover Selection Criteria for Contradictory Solutions Retrieved by CBR.- Using Case-Based Reasoning to Overcome High Computing Cost Interactive Simulations.- Predicting Software Development Project Outcomes.- An SQL-Based Approach to Similarity Assessment within a Relational Database.- Knowledge Capture and Reuse for Geo-spatial Imagery Tasks.- Index Driven Selective Sampling for CBR.- Case Base Reduction Using Solution-Space Metrics.- CBM-Gen+: An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains.- Maintaining Consistency in Project Planning Reuse.- Case Mining from Large Databases.- Case Base Maintenance for Improving Prediction Quality.- Context-Awareness in User Modelling: Requirements Analysis for a Case-Based Reasoning Application.

Edition details

• Publisher: Springer
• Publication date: 2014
• ISBN 10: 3662203758
• ISBN 13: 9783662203750
• Binding: Paperback
• Language: English