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ICCBR
2010
Springer
8 years 10 months ago
A General Introspective Reasoning Approach to Web Search for Case Adaptation
Abstract. Acquiring adaptation knowledge for case-based reasoning systems is a challenging problem. Such knowledge is typically elicited from domain experts or extracted from the c...
David B. Leake, Jay H. Powell
AEPIA
2002
159views more  AEPIA 2002»
9 years 1 days ago
Analysing Rough Sets weighting methods for Case-Based Reasoning Systems
Case-Based Reasoning systems retrieve cases using a similarity function based on the K-NN or some derivatives. These functions are sensitive to irrelevant, interacting or noisy fe...
Maria Salamó, Elisabet Golobardes
STAIRS
2008
109views Education» more  STAIRS 2008»
9 years 1 months ago
Representing Case Variations for Learning General and Specific Adaptation Rules
Adaptation is a task of case-based reasoning systems that is largely domain-dependant. This motivates the study of adaptation knowledge acquisition (AKA) that can be carried out th...
Fadi Badra, Jean Lieber
CAEPIA
2003
Springer
9 years 3 months ago
Employing TSK Fuzzy Models to Automate the Revision Stage of a CBR System
CBR systems are normally used to assist experts in the resolution of problems. During the last few years, researchers have been working in the development of techniques to automate...
Florentino Fernández Riverola, Juan M. Corc...
ECAI
2000
Springer
9 years 4 months ago
Picture Perfect: Visualisation Techniques for Case-based Reasoning
Case-based reasoning systems solve new problems by retrieving and adapting the solutions to similar previously solved problems. The success and performance of any case-based reason...
Barry Smyth, Mark Mullins, Elizabeth McKenna
ICCBR
2001
Springer
9 years 4 months ago
Helping a CBR Program Know What It Knows
Case-based reasoning systems need to know the limitations of their expertise. Having found the known source cases most relevant to a target problem, they must assess whether those ...
Bruce M. McLaren, Kevin D. Ashley
ICCBR
2001
Springer
9 years 4 months ago
Collaborative Case-Based Reasoning: Applications in Personalised Route Planning
Abstract. Distributed case-based reasoning architectures have the potential to improve the overall performance of case-based reasoning systems. In this paper we describe a collabor...
Lorraine McGinty, Barry Smyth
ICCBR
2003
Springer
9 years 5 months ago
Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning
Abstract. In this paper, we investigate two novel indexing schemes called DHS and D-HS+PSR(II) designed for use in case-based reasoning systems. D-HS is based on a matrix of cases ...
David W. Patterson, Mykola Galushka, Niall Rooney
ICCBR
2007
Springer
9 years 6 months ago
Case Provenance: The Value of Remembering Case Sources
Case-based reasoning systems routinely record the results of prior problem-solving, but not the provenance of new cases: the way in which the new cases were derived. This paper pro...
David B. Leake, Matthew Whitehead
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