Integrating Multiple Knowledge Sources by Genetic Programming

Title	Integrating Multiple Knowledge Sources by Genetic Programming
Creator	Chen, Chuen-lung;Kuo, Chan-Sheng;Hong, Tzung-Pei 陳春龍
Contributor	資管系
Date	2007
Date Issued	17-Jun-2015 17:20:23 (UTC+8)
Summary	In this paper, we have proposed a GP-based knowledge-integration framework that automatically combines multiple rule sets into one integrated knowledge base. The proposed framework consists of three phases: knowledge collection and translation, knowledge integration, and knowledge output. Two new genetic operators, abridgement and compromise, are designed in the proposed approach. Experimental results from diagnosis of breast cancer also show the feasibility of the proposed algorithm.
Relation	Intelligent Information Hiding and Multimedia Signal Processing - IIH-MSP
Type	conference
DOI	http://dx.doi.org/10.1109/IIH-MSP.2007.216

dc.contributor	資管系
dc.creator (作者)	Chen, Chuen-lung;Kuo, Chan-Sheng;Hong, Tzung-Pei
dc.creator (作者)	陳春龍	zh_TW
dc.date (日期)	2007
dc.date.accessioned	17-Jun-2015 17:20:23 (UTC+8)	-
dc.date.available	17-Jun-2015 17:20:23 (UTC+8)	-
dc.date.issued (上傳時間)	17-Jun-2015 17:20:23 (UTC+8)	-
dc.identifier.uri (URI)	http://nccur.lib.nccu.edu.tw/handle/140.119/75933	-
dc.description.abstract (摘要)	In this paper, we have proposed a GP-based knowledge-integration framework that automatically combines multiple rule sets into one integrated knowledge base. The proposed framework consists of three phases: knowledge collection and translation, knowledge integration, and knowledge output. Two new genetic operators, abridgement and compromise, are designed in the proposed approach. Experimental results from diagnosis of breast cancer also show the feasibility of the proposed algorithm.
dc.format.extent	130 bytes	-
dc.format.mimetype	text/html	-
dc.relation (關聯)	Intelligent Information Hiding and Multimedia Signal Processing - IIH-MSP
dc.title (題名)	Integrating Multiple Knowledge Sources by Genetic Programming
dc.type (資料類型)	conference	en
dc.identifier.doi (DOI)	10.1109/IIH-MSP.2007.216
dc.doi.uri (DOI)	http://dx.doi.org/10.1109/IIH-MSP.2007.216