Title :
Rule acquisition based on hyperbox representation and its applications
Author :
Thawonmas, Ruck ; Abe, Shigeo
Author_Institution :
Dept. of Comput. Hardware, Aizu Univ., Fukushima, Japan
Abstract :
This paper gives introduction to four knowledge acquisition systems that use hyperboxes to represent knowledge. Hyperbox representation is interesting because it can uniformly represent both knowledge acquired by human experts and knowledge automatically learned from training examples. Potential applications of these systems are described. Discussions on performance issues and on future research topics are given
Keywords :
ART neural nets; function approximation; fuzzy systems; knowledge acquisition; knowledge representation; learning (artificial intelligence); pattern classification; ART neural nets; function approximation; fuzzy ARTMAP; hyperbox representation; incremental learning; knowledge acquisition; knowledge representation; pattern classification; rule acquisition; Application software; Cities and towns; Expert systems; Fuzzy systems; Hardware; Humans; Intelligent systems; Knowledge acquisition; Knowledge representation; Learning systems;
Conference_Titel :
Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-4316-6
DOI :
10.1109/KES.1998.725835
