Case-Based Reasoning Research and Development

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

AvSarah Jane Delany,Santiago Ontañon

Häftad, Engelska, 2013

Del i serien Lecture Notes in Computer Science

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Beskrivning

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 werecarefully 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.

Produktinformation

Utgivningsdatum:2013-06-06
Mått:155 x 235 x 22 mm
Vikt:582 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:374
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642390555

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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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Case-Based Reasoning Research and Development

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

AvSarah Jane Delany,Santiago Ontañon

Häftad, Engelska, 2013

Del i serien Lecture Notes in Computer Science

571 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

571 kr

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Beskrivning

Produktinformation

Utgivningsdatum:2013-06-06
Mått:155 x 235 x 22 mm
Vikt:582 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:374
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642390555

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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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Case-Based Reasoning Research and Development

Santiago Ontanon, Sarah Jane Delany

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Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

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Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

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Biomimetic and Biohybrid Systems

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott

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Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco

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