Data analysis with fuzzy measure on intuitionistic fuzzy sets

Study of fuzzy entropy on intuitionistic fuzzy sets (IFSs) were proposed, and analyzed. Built in uncertainty in IFSs, it is named as hesitance. It is contained in fuzzy membership function in itself by definition. Hence, designing fuzzy entropy is not easy because there is no general entropy definit...

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Main Authors:	Sanghyuk Lee, Ka Lok Man, Eng Gee Lim, Mark Leach
Format:	Conference Proceeding
Published:	2018
Subjects:	Computer Science
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84978737099&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55582
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Institution:	Chiang Mai University

id	th-cmuir.6653943832-55582
record_format	dspace
spelling	th-cmuir.6653943832-555822018-09-05T02:58:10Z Data analysis with fuzzy measure on intuitionistic fuzzy sets Sanghyuk Lee Ka Lok Man Eng Gee Lim Mark Leach Computer Science Study of fuzzy entropy on intuitionistic fuzzy sets (IFSs) were proposed, and analyzed. Built in uncertainty in IFSs, it is named as hesitance. It is contained in fuzzy membership function in itself by definition. Hence, designing fuzzy entropy is not easy because there is no general entropy definition about IFSs. By considering existing fuzzy entropy definitions, fuzzy entropy on IFSs is designed and proved its usefulness. Similarity measure was also extended with the information of entropy, and the similarity measure is verified its usefulness by the proof. 2018-09-05T02:58:10Z 2018-09-05T02:58:10Z 2016-01-01 Conference Proceeding 20780958 2-s2.0-84978737099 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84978737099&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55582
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Computer Science
spellingShingle	Computer Science Sanghyuk Lee Ka Lok Man Eng Gee Lim Mark Leach Data analysis with fuzzy measure on intuitionistic fuzzy sets
description	Study of fuzzy entropy on intuitionistic fuzzy sets (IFSs) were proposed, and analyzed. Built in uncertainty in IFSs, it is named as hesitance. It is contained in fuzzy membership function in itself by definition. Hence, designing fuzzy entropy is not easy because there is no general entropy definition about IFSs. By considering existing fuzzy entropy definitions, fuzzy entropy on IFSs is designed and proved its usefulness. Similarity measure was also extended with the information of entropy, and the similarity measure is verified its usefulness by the proof.
format	Conference Proceeding
author	Sanghyuk Lee Ka Lok Man Eng Gee Lim Mark Leach
author_facet	Sanghyuk Lee Ka Lok Man Eng Gee Lim Mark Leach
author_sort	Sanghyuk Lee
title	Data analysis with fuzzy measure on intuitionistic fuzzy sets
title_short	Data analysis with fuzzy measure on intuitionistic fuzzy sets
title_full	Data analysis with fuzzy measure on intuitionistic fuzzy sets
title_fullStr	Data analysis with fuzzy measure on intuitionistic fuzzy sets
title_full_unstemmed	Data analysis with fuzzy measure on intuitionistic fuzzy sets
title_sort	data analysis with fuzzy measure on intuitionistic fuzzy sets
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84978737099&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55582
_version_	1681424532723728384

Data analysis with fuzzy measure on intuitionistic fuzzy sets

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