Case-Based Reasoning Research and Development

21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013, Proceedings

By: Santiago Ontanon (Editor), Sarah Jane Delany (Editor)

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Paperback | 6 June 2013

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388 Pages

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Preference-Based CBR: A Search-Based Problem Solving Framework.- Applying MapReduce to Learning User Preferences in Near Real-Time.- Case-Based Goal Selection Inspired by IBM's Watson.- Opinionated Product Recommendation.- Mining Features and Sentiment from Review Experiences.- Multi-Agent, Multi-Case-Based Reasoning.- Case-Based Learning of Applicability Conditions for Stochastic Explanations.- Case-Based Reasoning on E-Community Knowledge.- On the Plan-Library Maintenance Problem in a Case-Based Planner.- Learning Feature Weights from Positive Cases.- User Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile Archive.- Case-Based Goal-Driven Coordination of Multiple Learning Agents.- On Deriving Adaptation Rule Confidence from the Rule Generation Process.- Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules.- iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer.- A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance.- Mining and Retrieving Medical Processes to Assess the Quality of Care.- Leveraging Historical Experience to Evaluate and Adapt Courses of Action.- The COLIBRI Open Platform for the Reproducibility of CBR Applications.- Refinement-Based Similarity Measure over DL Conjunctive Queries.- Should Term-Relatedness Be Used in Text Representation.- Recommending Audio Mixing Workflows.- An Agent Based Framework for Multiple, Heterogeneous Case Based Reasoning.- Learning-Based Adaptation for Personalized Mobility Assistance.- Biological Solutions for Engineering Problems: A Study in Cross-Domain Textual Case-Based Reasoning.- Similarity Measures to Compare Episodes in Modeled Traces.

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