| Description |
1 online resource (xi, 374 pages) : illustrations |
| Series |
Lecture notes in artificial intelligence, 0302-9743 ; 7969 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7969
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Preference-Based CBR: A Search-Based Problem Solving Framework / Amira Abdel-Aziz, Weiwei Cheng -- Applying MapReduce to Learning User Preferences in Near Real-Time / Ian Beaver, Joe Dumoulin -- Case-Based Goal Selection Inspired by IBM's Watson / Dustin Dannenhauer, Héctor Muñoz-Avila -- Opinionated Product Recommendation / Ruihai Dong, Markus Schaal -- Mining Features and Sentiment from Review Experiences / Ruihai Dong, Markus Schaal -- Multi-Agent, Multi-Case-Based Reasoning / Susan L. Epstein, Xi Yun, Lei Xie -- Case-Based Learning of Applicability Conditions for Stochastic Explanations / Giulio Finestrali, Héctor Muñoz-Avila -- Case-Based Reasoning on E-Community Knowledge / Emmanuelle Gaillard, Jean Lieber -- On the Plan-Library Maintenance Problem in a Case-Based Planner / Alfonso Emilio Gerevini, Anna Roubíčková -- Learning Feature Weights from Positive Cases / Sidath Gunawardena, Rosina O. Weber -- User Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile Archive / Ben Horsburgh, Susan Craw, Dorothy Williams -- Case-Based Goal-Driven Coordination of Multiple Learning Agents / Ulit Jaidee, Héctor Muñoz-Avila -- On Deriving Adaptation Rule Confidence from the Rule Generation Process / Vahid Jalali, David Leake -- Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules / Vahid Jalali, David Leake -- iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer / Debarun Kar, Anand Kumar, Sutanu Chakraborti -- A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance / Eduardo Lupiani, Susan Craw, Stewart Massie -- Mining and Retrieving Medical Processes to Assess the Quality of Care / Stefania Montani, Giorgio Leonardi -- Leveraging Historical Experience to Evaluate and Adapt Courses of Action / Alice M. Mulvehill, Brett Benyo, Fusun Yaman -- The COLIBRI Open Platform for the Reproducibility of CBR Applications / Juan A. Recio-García, Belén Díaz-Agudo -- Refinement-Based Similarity Measure over DL Conjunctive Queries / Antonio A. Sánchez-Ruiz, Santiago Ontañón -- Look Inside Get Access -- Should Term-Relatedness Be Used in Text Representation? / Sadiq Sani, Nirmalie Wiratunga -- Recommending Audio Mixing Workflows / Christian Sauer, Thomas Roth-Berghofer -- An Agent Based Framework for Multiple, Heterogeneous Case Based Reasoning / Elena Irena Teodorescu, Miltos Petridis -- Learning-Based Adaptation for Personalized Mobility Assistance / Cristina Urdiales, Jose Manuel Peula -- Biological Solutions for Engineering Problems: A Study in Cross-Domain Textual Case-Based Reasoning / Swaroop S. Vattam, Ashok K. Goel |
| Summary |
This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2013) held in Saratoga Springs, NY, USA, in July 2013. The 17 revised full papers presented together with 9 posters were carefully reviewed and selected from 39 submissions. The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games |
| Analysis |
Computer science |
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Data mining |
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Artificial intelligence |
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Information systems |
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User Interfaces and Human Computer Interaction |
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Computer Appl. in Administrative Data Processing |
| Notes |
International conference proceedings |
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Includes author index |
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Print version record |
| Subject |
Case-based reasoning -- Congresses
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Decision making -- Mathematical models.
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Decision Support Techniques
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Decision making -- Mathematical models
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Case-based reasoning
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Delany, Sarah Jane, editor
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Ontañón, Santiago (Computer scientist), editor.
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| ISBN |
9783642390562 |
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3642390560 |
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