Title :
A proposal of self-organizing network for aquisition of vague concept
Author :
Takeuchi, Ichiro ; Furuhashi, Takeshi ; Hamada, Yasukazu ; Uchikawa, Yoshiki
Author_Institution :
Nagoya Univ., Japan
Abstract :
The paper presents a self organizing network for acquisition of vague concepts. This network can autonomously select and generate layers for vague patterns for the attributes. Concepts can be described by the association among vague patterns for each attribute. Simulations are done to show the effectiveness of the network
Keywords :
content-addressable storage; fuzzy set theory; knowledge acquisition; knowledge representation; pattern recognition; self-organising feature maps; associative memory; attributes; fuzzy concepts; fuzzy knowledge representation; fuzzy set; self organizing network; vague concept acquisition; vague patterns; Associative memory; Frequency; Fuzzy sets; Knowledge representation; Magnesium compounds; Pattern recognition; Proposals; Psychology; Self-organizing networks; Shape;
Conference_Titel :
Fuzzy Systems Symposium, 1996. Soft Computing in Intelligent Systems and Information Processing., Proceedings of the 1996 Asian
Conference_Location :
Kenting
Print_ISBN :
0-7803-3687-9
DOI :
10.1109/AFSS.1996.583563
