Title :
Transitive fuzzy logic inference for the nearest pattern search
Author :
Takahashi, Kousuke ; Thornber, Karvel K.
Author_Institution :
C&C Res. Labs., NEC Corp., Kawasaki, Japan
Abstract :
The fidelity based transitive fuzzy-logic inference is utilized to accelerate the nearest neighbour pattern search in the hierarchically categorized filed patterns. The extraction method of inference rules and the transitive inference method of categories are discussed. Inference hardware configuration is shown and performance is estimated. The effect of an intuitive leap on flexible selecting and filtering of categories by the transitive fuzzy-logic inference are cleared
Keywords :
database management systems; file organisation; fuzzy logic; inference mechanisms; query processing; search problems; string matching; categorized filed patterns; category filtering; inference rules extraction; information processing; intuitive leap; nearest neighbour pattern search; transitive fuzzy logic inference; Acceleration; Fuzzy control; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Hardware; Hybrid intelligent systems; National electric code; Pattern matching;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.410003
