Sciweavers

Share
ICCBR
2003
Springer

SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning

11 years 10 months ago
SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning
A generic Case-Based Reasoning tool has been designed, implemented, and successfully used in two distinct applications. SOFT-CBR can be applied to a wide range of decision problems, independent of the underlying input case data and output decision space. The tool supplements the traditional case base paradigm by incorporating Fuzzy Logic concepts in a flexible, extensible component-based architecture. An Evolutionary Algorithm has also been incorporated into SOFTCBR to facilitate the optimization and maintenance of the system. SOFT-CBR relies on simple XML files for configuration, enabling its widespread use beyond the software development community. SOFT-CBR has been used in an automated insurance underwriting system and a gas turbine diagnosis system.
Kareem S. Aggour, Marc Pavese, Piero P. Bonissone,
Added 06 Jul 2010
Updated 06 Jul 2010
Type Conference
Year 2003
Where ICCBR
Authors Kareem S. Aggour, Marc Pavese, Piero P. Bonissone, William Cheetham
Comments (0)
books