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E-raamat: Case-Based Reasoning: 18th International Conference, ICCBR 2010, Alessandria, Italy, July 19-22, 2010 Proceedings

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  • Sari: Lecture Notes in Computer Science 6176
  • Ilmumisaeg: 10-Jul-2010
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Keel: eng
  • ISBN-13: 9783642142741
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  • Formaat: PDF+DRM
  • Sari: Lecture Notes in Computer Science 6176
  • Ilmumisaeg: 10-Jul-2010
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Keel: eng
  • ISBN-13: 9783642142741

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The International Conference on Case-Based Reasoning (ICCBR) is the preeminentinternationalmeetingoncase-basedreasoning(CBR). Through2009, ICCBR (http://www. iccbr. org) had been a biennial conference, held in alter- tion with its sister conference, the European Conference on Case-BasedReas- ing (http://www. eccbr. org), which was located in Europe. At the 2009 ICCBR,the ICCBR ProgramCommittee elected to extend ano er of consoli- tion with ECCBR. The o er was accepted by the ECCBR 2010 organizers and they have considered it approved by the ECCBR community, as the two conf- ences share a majority of Program Committee members. ICCBR and ECCBR havebeen theleading conferencesonCBR. From2010,ICCBRandECCBRwill be merged in a single conference series, called ICCBR. As there had been eight previous ICCBR events and nine previous ECCBR events, the combined series is considered the 18th ICCBR. ICCBR 2010 (http://www. iccbr. org/iccbr10) was therefore the 18th in this seriesof internationalconferenceshighlighting the mostsigni cantcontributions tothe eldofCBR. TheconferencetookplaceduringJuly19-22,2010inthecity of Alessandria,Italy, on the beautiful campus of the University of Piemonte O- entale "A. Avogadro. " Previous ICCBR conferences were held in Sesimbra, P- tugal(1995),Providence,RhodeIsland,USA(1997),SeeonMonastery,Germany (1999), Vancouver, BC, Canada (2001), Trondheim, Norway (2003), Chicago, Illinois, USA (2005), Belfast, Northern Ireland (2007), and Seattle, Washington, USA (2009). Day 1 of the conference hosted an Applications Track, the second Doctoral Consortium, and the third Computer Cooking Contest. The Applications Track featured ?elded applications and CBR systems demos in industrial and scienti c settingswithanemphasis ondiscussionandnetworkingbetweenresearchersand industrials.
Invited Talks
Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support
1(11)
Riccardo Bellazzi
Cristiana Larizza
Matteo Gabetta
Giuseppe Milani
Angelo Nuzzo
Valentina Favalli
Eloisa Arbuslini
Why and How Knowledge Discovery Can Be Useful for Solving Problems with CBR
12(8)
Amedeo Napoli
Real-Time Case-Based Reasoning for Interactive Digital Entertainment (Extended Abstract)
20(1)
Ashwin Ram
Theoretical/Methodological Research Papers
Applying Machine Translation Evaluation Techniques to Textual CBR
21(15)
Ibrahim Adeyanju
Nirmalie Wiratunga
Robert Lothian
Susan Craw
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions
36(15)
Alessio Bottrighi
Giorgio Leonardi
Stefania Montani
Luigi Portinale
Paolo Terenziani
An Algorithm for Adapting Cases Represented in an Expressive Description Logic
51(15)
Julien Cojan
Jean Lieber
Case-Based Plan Diversity
66(15)
Alexandra Coman
Hector Munoz-Avila
Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization
81(15)
Matt Dilts
Hector Munoz-Avila
Text Adaptation Using Formal Concept Analysis
96(15)
Valmi Dufour-Lussier
Jean Lieber
Emmanuel Nauer
Yannick Toussaint
Visualization for the Masses: Learning from the Experts
111(15)
Jill Freyne
Barry Smyth
Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse
126(15)
Kellen Gillespie
Justin Karneeb
Stephen Lee-Urban
Hector Munoz-Avila
The Utility Problem for Lazy Learners - Towards a Non-eager Approach
141(15)
Tor Gunnar Houeland
Agnar Aamodt
EGAL: Exploration Guided Active Learning for TCBR
156(15)
Rong Hu
Sarah Jane Delany
Brian MacNamee
Introspective Knowledge Revision in Textual Case-Based Reasoning
171(15)
Karthik Jayanthi
Sutanu Chakraborti
Stewart Massie
A General Introspective Reasoning Approach to Web Search for Case Adaptation
186(15)
David Leake
Jay Powell
Detecting Change via Competence Model
201(12)
Ning Lu
Guangquan Zhang
Jie Lu
CBTV: Visualising Case Bases for Similarity Measure Design and Selection
213(15)
Brian MacNamee
Sarah Jane Delany
Goal-Driven Autonomy with Case-Based Reasoning
228(14)
Hector Munoz-Avila
Ulit Jaidee
David W. Aha
Elizabeth Carter
Case Retrieval with Combined Adaptability and Similarity Criteria: Application to Case Retrieval Nets
242(15)
Nabila Nouaouria
Mounir Boukadoum
Amalgams: A Formal Approach for Combining Multiple Case Solutions
257(15)
Santiago Ontanon
Enric Plaza
Recognition of Higher-Order Relations among Features in Textual Cases Using Random Indexing
272(15)
Pinar Ozturk
Rajendra Prasath
Extending CBR with Multiple Knowledge Sources from Web
287(15)
Juan A. Recio-Garcia
Miguel A. Casado-Hernandez
Belen Diaz-Agudo
Taxonomic Semantic Indexing for Textual Case-Based Reasoning
302(15)
Juan A. Recio-Garcia
Nirmalie Wiratunga
A Case for Folk Arguments in Case-Based Reasoning
317(15)
Luis A.L. Silva
John A. Campbell
Nicholas Eastaugh
Bernard F. Buxton
Reexamination of CBR Hypothesis
332(14)
Xi-Feng Zhou
Ze-Lin Shi
Huai-Ci Zhao
Applied Research Papers
Case Based Reasoning with Bayesian Model Averaging: An Improved Method for Survival Analysis on Microarray Data
346(14)
Isabelle Bichindaritz
Amalia Annest
User Trace-Based Recommendation System for a Digital Archive
360(15)
Reim Doumat
Elod Egyed-Zsigmond
Jean-Marie Pinon
On-the-Fly Adaptive Planning for Game-Based Learning
375(15)
Ioana Hulpus
Manuel Fradinho
Conor Hayes
A Case Based Reasoning Approach for the Monitoring of Business Workflows
390(16)
Stelios Kapetanakis
Miltos Petridis
Brian Knight
Jixin Ma
Liz Bacon
A Case-Based Reasoning Approach to Automating the Construction of Multiple Choice Questions
406(15)
David McSherry
Towards Case-Based Adaptation of Workflows
421(15)
Mirjam Minor
Ralph Bergmann
Sebastian Gorg
Kirstin Walter
A Method Based on Query Caching and Predicate Substitution for the Treatment of Failing Database Queries
436(15)
Olivier Pivert
Helene Jaudoin
Carmen Brando
Allel Hadjali
Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR
451(14)
Thomas Roth-Berghofer
Benjamin Adrian
Andreas Dengel
Similarity-Based Retrieval and Solution Re-use Policies in the Game of Texas Hold 'em
465(15)
Jonathan Rubin
Ian Watson
Experience-Based Critiquing: Reusing Critiquing Experiences to Improve Conversational Recommendation
480(15)
Kevin McCarthy
Yasser Salem
Barry Smyth
Improving Pervasive Application Behavior Using Other Users' Information
495(15)
Mike Spence
Siobhan Clarke
a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval
510(15)
Markus Weber
Christoph Langenhan
Thomas Roth-Berghofer
Marcus Liwicki
Andreas Dengel
Frank Petzold
Runtime Estimation Using the Case-Based Reasoning Approach for Scheduling in a Grid Environment
525(16)
Edward Xia
Igor Jurisica
Julie Waterhouse
Valerie Sloan
Author Index 541