ICCBR
2010
Springer
13 years 11 months ago
2010
Springer
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...
AEPIA
2002
14 years 9 days ago
2002
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...
STAIRS
2008
14 years 1 months ago
2008
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...
CAEPIA
2003
Springer
14 years 4 months ago
2003
Springer
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...
ECAI
2000
Springer
14 years 4 months ago
2000
Springer
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...
ICCBR
2001
Springer
14 years 4 months ago
2001
Springer
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 ...
ICCBR
2001
Springer
14 years 4 months ago
2001
Springer
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...
ICCBR
2003
Springer
14 years 5 months ago
2003
Springer
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 ...
ICCBR
2007
Springer
14 years 6 months ago
2007
Springer
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...