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
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;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259783
