DocumentCode
401726
Title
Case-base maintenance using soft computing techniques
Author
Li, Yan ; Shiu, Simon Chi-Keung ; Pal, Ankar Kumar ; Liu, James Nga-Kwok
Author_Institution
Dept. of Comput., Hong Kong Polytech. Univ., China
Volume
3
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
1768
Abstract
The present paper provides first the concept and different tasks of case-base maintenance. Then the use of some soft computing techniques, including fuzzy sets, rough sets and fuzzy integral, is described in maintaining the case base completeness. From the experimental results, these techniques are shown to be very effective in the modeling and extraction of the domain knowledge in the case base.
Keywords
case-based reasoning; fuzzy set theory; maintenance engineering; rough set theory; case-base maintenance; fuzzy integral; fuzzy sets; knowledge extraction; knowledge modeling; rough sets; soft computing techniques; Control systems; Cybernetics; Fuzzy sets; Machine learning; Problem-solving; Rough sets; Size control; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1259783
Filename
1259783
Link To Document