Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics

Papageorgiou, E; Papandrianos, N; Apostolopoulos, D; Vassilakos, P

dc.contributor.author	Papageorgiou, E	en
dc.contributor.author	Papandrianos, N	en
dc.contributor.author	Apostolopoulos, D	en
dc.contributor.author	Vassilakos, P	en
dc.date.accessioned	2014-03-01T02:51:19Z
dc.date.available	2014-03-01T02:51:19Z
dc.date.issued	2008	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/35472
dc.subject	Clinical Data	en
dc.subject	Computational Intelligence	en
dc.subject	Decision Making	en
dc.subject	Extraction Method	en
dc.subject	Fuzzy Cognitive Map	en
dc.subject	Fuzzy Decision Tree	en
dc.subject	fuzzy if-then rules	en
dc.subject	Fuzzy Rules	en
dc.subject	Medical Decision Making	en
dc.subject	medical informatic	en
dc.subject	Soft Computing	en
dc.subject	Thyroid Disease	en
dc.subject	Decision Support System	en
dc.title	Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/BMEI.2008.275	en
heal.identifier.secondary	http://dx.doi.org/10.1109/BMEI.2008.275	en
heal.publicationDate	2008	en
heal.abstract	This work focuses on the formalization of a Fuzzy Cognitive Map based decision support system using complementary the fuzzy decision tree method for producing fuzzy If-Then rules (extracted from data) accompanied with the available experts' knowledge. The proposed approach is applied to build a Fuzzy Cognitive Map based decision support system (FCM- DSS) used in medical informatics. In this approach,	en
heal.journalName	International Conference on BioMedical Engineering and Informatics	en
dc.identifier.doi	10.1109/BMEI.2008.275	en