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題名 A comment on "on the Mitchell similarity measure and its application to pattern recognition"
作者 Tung, C.-T.;Liu, S.;Wang, Bonnie Shuan
貢獻者 地政系
關鍵詞 Differentiability properties; Intuitionistic fuzzy sets; Pattern recognition problems; Similarity measure; Fuzzy sets; Pattern recognition
日期 2013-04
上傳時間 21-May-2015 16:49:19 (UTC+8)
摘要 We provide a careful analysis of the similarity measures of Mitchell [Mitchell, H.B., 2003. On the Dengfend-Chuntian similarity measure and its application to pattern recognition. Pattern Recognition Lett. 24, 3101-3104] and Julian et al. [Julian, P., Hung, K.C., Lin, S.J., 2012. On the Mitchell similarity measure and its application to pattern recognition. Pattern Recognition Lett. 33, 1219-1223] for Julian`s application to pattern recognition problem. In this paper we will first point out that the similarity measure of Julian et al. (2012) does not satisfy the system of axioms for similarity measures and then provide a counter example to support our assertion. Second, we will show that foundation that the differentiability property1 proposed by Julian et al. (2012) is questionable, hindering the progress of the similarity measure. Our analysis should help researchers to realize new similarity measures under intuitionistic fuzzy sets environment. © 2012 Elsevier B.V. All rights reserved.
關聯 Pattern Recognition Letters, 34(5), 453-455
資料類型 article
DOI http://dx.doi.org/10.1016/j.patrec.2012.11.010
dc.contributor 地政系
dc.creator (作者) Tung, C.-T.;Liu, S.;Wang, Bonnie Shuan
dc.date (日期) 2013-04
dc.date.accessioned 21-May-2015 16:49:19 (UTC+8)-
dc.date.available 21-May-2015 16:49:19 (UTC+8)-
dc.date.issued (上傳時間) 21-May-2015 16:49:19 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/75250-
dc.description.abstract (摘要) We provide a careful analysis of the similarity measures of Mitchell [Mitchell, H.B., 2003. On the Dengfend-Chuntian similarity measure and its application to pattern recognition. Pattern Recognition Lett. 24, 3101-3104] and Julian et al. [Julian, P., Hung, K.C., Lin, S.J., 2012. On the Mitchell similarity measure and its application to pattern recognition. Pattern Recognition Lett. 33, 1219-1223] for Julian`s application to pattern recognition problem. In this paper we will first point out that the similarity measure of Julian et al. (2012) does not satisfy the system of axioms for similarity measures and then provide a counter example to support our assertion. Second, we will show that foundation that the differentiability property1 proposed by Julian et al. (2012) is questionable, hindering the progress of the similarity measure. Our analysis should help researchers to realize new similarity measures under intuitionistic fuzzy sets environment. © 2012 Elsevier B.V. All rights reserved.
dc.format.extent 184547 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Pattern Recognition Letters, 34(5), 453-455
dc.subject (關鍵詞) Differentiability properties; Intuitionistic fuzzy sets; Pattern recognition problems; Similarity measure; Fuzzy sets; Pattern recognition
dc.title (題名) A comment on "on the Mitchell similarity measure and its application to pattern recognition"
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.patrec.2012.11.010
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.patrec.2012.11.010