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E-grāmata: Case-Based Reasoning Research and Development: 23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28-30, 2015. Proceedings

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Case-Based Reasoning Research and Development: 23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28-30, 2015. ProceedingsPalielināt
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This book constitutes the refereed proceedings of the 23rd International Conference on Case-Based Reasoning Research and Development (ICCBR 2015) held in Frankfurt am Main, Germany, in September 2015. The 26 revised full papers presented were carefully reviewed and selected from 37 submissions.
The fi rst day of ICCBR featured topical workshops on current aspects of
CBR including case-based agents, e-CBR: building cyberinfrastructure for the
CBR community, experience and creativity, CBR in the health sciences, and
computer cooking. The Doctoral Consortium involved presentations by twelve
graduate students in collaboration with their respective senior CBR research
mentors. The rst day also hosted the Computer Cooking Contest, the aim of
which is to promote the use of AI technologies such as case-based reasoning,information extraction, information retrieval, and semantic technologies.
Case Base Maintenance in Preference-Based CBR
1(14)
Amira Abdel-Aziz
Eyke Hullermeier
Learning to Estimate: A Case-Based Approach to Task Execution Prediction
15(15)
Bryan Auslander
Michael W. Floyd
Thomas Apker
Benjamin Johnson
Mark Roberts
David W. Aha
Case-Based Policy and Goal Recognition
30(14)
Hayley Borck
Justin Karneeb
Michael W. Floyd
Ron Alford
David W. Aha
Adapting Sentiments with Context
44(16)
Flavio Ceci
Rosina O. Weber
Alexandre L. Goncalves
Roberto C.S. Pacheco
Aspect Selection for Social Recommender Systems
60(13)
Yoke Yie Chen
Xavier Ferrer
Nirmalie Wiratunga
Enric Plaza
Music Recommendation: Audio Neighbourhoods to Discover Music in the Long Tail
73(15)
Susan Craw
Ben Horsburgh
Stewart Massie
Goal-Driven Autonomy with Semantically-Annotated Hierarchical Cases
88(16)
Dustin Dannenhauer
Hector Munoz-Avila
Evaluating a Textual Adaptation System
104(15)
Valmi Dufour-Lussier
Jean Lieber
Visual Case Retrieval for Interpreting Skill Demonstrations
119(15)
Tesca Fitzgerald
Keith McGreggor
Baris Akgun
Andrea Thomaz
Ashok Goel
Improving Trust-Guided Behavior Adaptation Using Operator Feedback
134(15)
Michael W. Floyd
Michael Drinkwater
David W. Aha
Top-Down Induction of Similarity Measures Using Similarity Clouds
149(16)
Thomas Gabel
Eicke Godehardt
Improving Case Retrieval Using Typicality
165(16)
Emmanuelle Gaillard
Jean Lieber
Emmanuel Nauer
CBR Meets Big Data: A Case Study of Large-Scale Adaptation Rule Generation
181(16)
Vahid Jalali
David Leake
Addressing the Cold-Start Problem in Facial Expression Recognition
197(15)
Jose L. Jorro-Aragoneses
Belen Diaz-Agudo
Juan A. Recio-Garcia
Flexible Feature Deletion: Compacting Case Bases by Selectively Compressing Case Contents
212(16)
David Leake
Brian Schack
A Case-Based Approach for Easing Schema Semantic Mapping
228(16)
Emmanuel Malherbe
Thomas Iwaszko
Marie-Aude Aufaure
Great Explanations: Opinionated Explanations for Recommendations
244(15)
Khalil Muhammad
Aonghus Lawlor
Rachael Rafter
Barry Smyth
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning
259(16)
Gilbert Muller
Ralph Bergmann
Fault Diagnosis via Fusion of Information from a Case Stream
275(15)
Tomas Olsson
Ning Xiong
Elisabeth Kallstrom
Anders Holst
Peter Funk
Argument-Based Case Revision in CBR for Story Generation
290(16)
Santiago Ontanon
Enric Plaza
Jichen Zhu
CBR Model for Predicting a Building's Electricity Use: On-Line Implementation in the Absence of Historical Data
306(14)
Radu Platon
Jacques Martel
Kaiser Zoghlami
Modelling Hierarchical Relationships in Group Recommender Systems
320(16)
Lara Quijano-Sanchez
Juan A. Recio-Garcia
Belen Diaz-Agudo
Semi-automatic Knowledge Extraction from Semi-structured and Unstructured Data Within the OMAHA Project
336(15)
Pascal Reuss
Klaus-Dieter Althoff
Wolfram Henkel
Matthias Pfeiffer
Oliver Hankel
Roland Pick
Evidence-Driven Retrieval in Textual CBR: Bridging the Gap Between Retrieval and Reuse
351(15)
Gleb Sizov
Pinar Ozturk
Agnar Aamodt
Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure
366(15)
Reinhard Stumptner
Christian Lettner
Bernhard Freudenthaler
Josef Pichler
Wilhelm Kirchmayr
Ewald Draxler
Case-Based Plan Recognition Under Imperfect Observability
381(16)
Swaroop S. Vattam
David W. Aha
Author Index 397
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