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Über dieses Buch

This book constitutes the thoroughly refereed post-conference proceedings of the 20th International Conference on Case-Based Reasoning Research and Development (ICCBR 2012) held in Lyon, France, September 3-6, 2012. The 34 revised full papers presented were carefully selected from 51 submissions. The presentations and posters covered a wide range of CBR topics of interest to both practitioners and researchers, including foundational issues covering case representation, similarity, retrieval, and adaptation; conversational CBR recommender systems; multi-agent collaborative systems; data mining; time series analysis; Web applications; knowledge management; legal reasoning; healthcare systems and planning and scheduling systems.

Inhaltsverzeichnis

Frontmatter

2012 | OriginalPaper | Buchkapitel

Case-Based Reasoning and Expert Systems

Klaus-Dieter Althoff

2012 | OriginalPaper | Buchkapitel

Reproducibility and Efficiency of Scientific Data Analysis: Scientific Workflows and Case-Based Reasoning

Yolanda Gil

2012 | OriginalPaper | Buchkapitel

A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning

Mobyen Uddin Ahmed, Peter Funk

2012 | OriginalPaper | Buchkapitel

Developing Case-Based Reasoning Applications Using myCBR 3

Kerstin Bach, Klaus-Dieter Althoff

2012 | OriginalPaper | Buchkapitel

Diverse Plan Generation by Plan Adaptation and by First-Principles Planning: A Comparative Study

Alexandra Coman, Héctor Muñoz-Avila

2012 | OriginalPaper | Buchkapitel

Case-Based Appraisal of Internet Domains

Sebastian Dieterle, Ralph Bergmann

2012 | OriginalPaper | Buchkapitel

Harnessing the Experience Web to Support User-Generated Product Reviews

Ruihai Dong, Markus Schaal, Michael P. O’Mahony, Kevin McCarthy, Barry Smyth

2012 | OriginalPaper | Buchkapitel

Adapting Spatial and Temporal Cases

Valmi Dufour-Lussier, Florence Le Ber, Jean Lieber, Laura Martin

2012 | OriginalPaper | Buchkapitel

eCo: Managing a Library of Reusable Behaviours

Gonzalo Flórez-Puga, Guillermo Jiménez-Díaz, Pedro A. González-Calero

2012 | OriginalPaper | Buchkapitel

Toward Measuring the Similarity of Complex Event Sequences in Real-Time

Odd Erik Gundersen

2012 | OriginalPaper | Buchkapitel

Case-Based Project Scheduling

Mario Gómez, Enric Plaza

2012 | OriginalPaper | Buchkapitel

Adapting Numerical Representations of Lung Contours Using Case-Based Reasoning and Artificial Neural Networks

Julien Henriet, Pierre-Emmanuel Leni, Rémy Laurent, Ana Roxin, Brigitte Chebel-Morello, Michel Salomon, Jad Farah, David Broggio, Didier Franck, Libor Makovicka

2012 | OriginalPaper | Buchkapitel

Adaptation in a CBR-Based Solver Portfolio for the Satisfiability Problem

Barry Hurley, Barry O’Sullivan

2012 | OriginalPaper | Buchkapitel

A Local Rule-Based Attribute Weighting Scheme for a Case-Based Reasoning System for Radiotherapy Treatment Planning

Rupa Jagannathan, Sanja Petrovic

2012 | OriginalPaper | Buchkapitel

Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy

Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha

2012 | OriginalPaper | Buchkapitel

Custom Accessibility-Based CCBR Question Selection by Ongoing User Classification

Vahid Jalali, David Leake

2012 | OriginalPaper | Buchkapitel

Feature Weighting and Confidence Based Prediction for Case Based Reasoning Systems

Debarun Kar, Sutanu Chakraborti, Balaraman Ravindran

2012 | OriginalPaper | Buchkapitel

A Case-Based Approach to Mutual Adaptation of Taxonomic Ontologies

Sergio Manzano, Santiago Ontañón, Enric Plaza

2012 | OriginalPaper | Buchkapitel

A Lazy Learning Approach to Explaining Case-Based Reasoning Solutions

David McSherry

2012 | OriginalPaper | Buchkapitel

Confidence in Workflow Adaptation

Mirjam Minor, Mohd. Siblee Islam, Pol Schumacher

2012 | OriginalPaper | Buchkapitel

Retrieval and Clustering for Business Process Monitoring: Results and Improvements

Stefania Montani, Giorgio Leonardi

2012 | OriginalPaper | Buchkapitel

A Case-Based Approach to Cross Domain Sentiment Classification

Bruno Ohana, Sarah Jane Delany, Brendan Tierney

2012 | OriginalPaper | Buchkapitel

GENA: A Case-Based Approach to the Generation of Audio-Visual Narratives

Santiago Ontañón, Josep Lluís Arcos, Josep Puyol-Gruart, Eusebio Carasusán, Daniel Giribet, David de la Cruz, Ismel Brito, Carlos Lopez del Toro

2012 | OriginalPaper | Buchkapitel

On Knowledge Transfer in Case-Based Inference

Santiago Ontañón, Enric Plaza

2012 | OriginalPaper | Buchkapitel

Case-Based Aggregation of Preferences for Group Recommenders

Lara Quijano-Sánchez, Derek Bridge, Belén Díaz-Agudo, Juan A. Recio-García

2012 | OriginalPaper | Buchkapitel

A Case-Based Solution to the Cold-Start Problem in Group Recommenders

Lara Quijano-Sánchez, Derek Bridge, Belén Díaz-Agudo, Juan A. Recio-García

2012 | OriginalPaper | Buchkapitel

Opponent Type Adaptation for Case-Based Strategies in Adversarial Games

Jonathan Rubin, Ian Watson

2012 | OriginalPaper | Buchkapitel

Exploiting Extended Search Sessions for Recommending Search Experiences in the Social Web

Zurina Saaya, Markus Schaal, Maurice Coyle, Peter Briggs, Barry Smyth

2012 | OriginalPaper | Buchkapitel

Event Extraction for Reasoning with Text

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian

2012 | OriginalPaper | Buchkapitel

Explanation-Aware Design of Mobile myCBR-Based Applications

Christian Severin Sauer, Alexander Hundt, Thomas Roth-Berghofer

2012 | OriginalPaper | Buchkapitel

A Competitive Measure to Assess the Similarity between Two Time Series

Joan Serrà, Josep Lluís Arcos

2012 | OriginalPaper | Buchkapitel

Case-Based Reasoning Applied to Textile Industry Processes

Beatriz Sevilla Villanueva, Miquel Sànchez-Marrè

2012 | OriginalPaper | Buchkapitel

Natural Language Generation through Case-Based Text Modification

Josep Valls, Santiago Ontañón

2012 | OriginalPaper | Buchkapitel

Case-Based Reasoning for Turbine Trip Diagnostics

Aisha Yousuf, William Cheetham

Backmatter

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