Case-Based Reasoning Research and Development (eBook, PDF)

7th International Conference on Case-Based Reasoning, ICCBR 2007 Belfast Northern Ireland, UK, August 13-16, 2007 Proceedings
Redaktion: Weber, Rosina O.; Richter, Michael M.

• Format: PDF

Produktbeschreibung

The refereed proceedings of the 7th International Conference on Case-Based Reasoning are presented in this volume. Fifteen full research papers and eighteen poster papers are presented along with three invited talks. The papers address all aspects of case-based reasoning, featuring original theoretical research, applied research, and applications with practical, social, environmental, and economic significance.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 538
• Erscheinungstermin: 15. August 2007
• Englisch
• ISBN-13: 9783540741411
• Artikelnr.: 44126757

Inhaltsangabe

Invited Papers.- Cases in Robotic Soccer.- A Case-Based Framework for Collaborative Semantic Search in Knowledge Sifter.- Usages of Generalization in Case-Based Reasoning.- Research Papers.- Team Playing Behavior in Robot Soccer: A Case-Based Reasoning Approach.- Acquiring Word Similarities with Higher Order Association Mining.- Label Ranking in Case-Based Reasoning.- When Similar Problems Don't Have Similar Solutions.- Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues.- A Methodology for Analyzing Case Retrieval from a Clustered Case Memory.- Using Cases Utility for Heuristic Planning Improvement.- Case-Based Reasoning Adaptation for High Dimensional Solution Space.- Case-Based Planning and Execution for Real-Time Strategy Games.- Case Authoring: From Textual Reports to Knowledge-Rich Cases.- Case Provenance: The Value of Remembering Case Sources.- Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge.- Representation and Structure-Based Similarity Assessment for Agile Workflows.- Application of the Revision Theory to Adaptation in Case-Based Reasoning: The Conservative Adaptation.- Methodological Assistance for Integrating Data Quality Evaluations into Case-Based Reasoning Systems.- Case-Based Anomaly Detection.- Case-Based Reasoning in Robot Indoor Navigation.- Case-Based Group Recommendation: Compromising for Success.- Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering.- Enhancing Case-Based, Collaborative Web Search.- An Analysis of Case-Based Value Function Approximation by Approximating State Transition Graphs.- From Anomaly Reports to Cases.- Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System.- Application Papers.- Intelligent Guidance and Suggestions Using Case-BasedPlanning.- Case-Based Reasoning for Invoice Analysis and Recognition.- Watershed Segmentation Via Case-Based Reasoning.- A Case-Based Song Scheduler for Group Customised Radio.- Helping Software Engineers Reusing UML Class Diagrams.- Failure Analysis for Domain Knowledge Acquisition in a Knowledge-Intensive CBR System.- Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning.- Prototypical Cases for Knowledge Maintenance in Biomedical CBR.- Case-Based Support for Library Reference Services.- Knowledge Extraction and Summarization for an Application of Textual Case-Based Interpretation.