{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T05:35:39Z","timestamp":1778823339257,"version":"3.51.4"},"reference-count":20,"publisher":"Elsevier BV","issue":"15","license":[{"start":{"date-parts":[[2003,11,1]],"date-time":"2003-11-01T00:00:00Z","timestamp":1067644800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pattern Recognition Letters"],"published-print":{"date-parts":[[2003,11]]},"DOI":"10.1016\/s0167-8655(03)00101-6","type":"journal-article","created":{"date-parts":[[2003,6,21]],"date-time":"2003-06-21T08:37:35Z","timestamp":1056184655000},"page":"2561-2574","source":"Crossref","is-referenced-by-count":63,"title":["Fuzzy cluster validation index based on inter-cluster proximity"],"prefix":"10.1016","volume":"24","author":[{"given":"Dae-Won","family":"Kim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kwang H.","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Doheon","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/S0167-8655(03)00101-6_BIB1","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1109\/91.493905","article-title":"Validity-guided (re)clustering with applications to image segmentation","volume":"4","author":"Bensaid","year":"1996","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10.1016\/S0167-8655(03)00101-6_BIB2","series-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"Bezdek","year":"1981"},{"key":"10.1016\/S0167-8655(03)00101-6_BIB3","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1007\/BF02339490","article-title":"Numerical taxonomy with fuzzy sets","volume":"1","author":"Bezdek","year":"1974","journal-title":"J. Math. Biology"},{"key":"10.1016\/S0167-8655(03)00101-6_BIB4","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1080\/01969727308546047","article-title":"Cluster validity with fuzzy stes","volume":"3","author":"Bezdek","year":"1974","journal-title":"J. Cybernit."},{"key":"10.1016\/S0167-8655(03)00101-6_BIB5","series-title":"Fuzzy Models and Algorithms for Pattern Recognition and Image Processing","author":"Bezdek","year":"1999"},{"issue":"3","key":"10.1016\/S0167-8655(03)00101-6_BIB6","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1109\/3477.678624","article-title":"Some new indexes of cluster validity","volume":"28","author":"Bezdek","year":"1998","journal-title":"IEEE Trans. Syst., Man, Cybernetics\u2013\u2013Part B: Cybernetics"},{"issue":"19","key":"10.1016\/S0167-8655(03)00101-6_BIB7","doi-asserted-by":"crossref","first-page":"1606","DOI":"10.1049\/el:19991151","article-title":"Dynamic estimation of number of clusters in data sets","volume":"35","author":"Boudraa","year":"1999","journal-title":"Electron. Lett."},{"key":"10.1016\/S0167-8655(03)00101-6_BIB8","series-title":"Fuzzy Sets and Systems: Theory and Applications","author":"Dubios","year":"1980"},{"key":"10.1016\/S0167-8655(03)00101-6_BIB9","unstructured":"Fukuyama, Y., Sugeno, M., 1989. A new method of choosing the number of clusters for the fuzzy c-means method. Proceedings of 5th Fuzzy Systems Symposium. pp. 247\u2013250"},{"key":"10.1016\/S0167-8655(03)00101-6_BIB10","series-title":"Algorithms for Clustering","author":"Jain","year":"1998"},{"issue":"3","key":"10.1016\/S0167-8655(03)00101-6_BIB11","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/331499.331504","article-title":"Data clustering: A review","volume":"31","author":"Jain","year":"1999","journal-title":"ACM Comput. Surveys"},{"issue":"22","key":"10.1016\/S0167-8655(03)00101-6_BIB12","doi-asserted-by":"crossref","first-page":"2176","DOI":"10.1049\/el:19981523","article-title":"Cluster validity index for fuzzy clustering","volume":"34","author":"Kwon","year":"1998","journal-title":"Electron. Lett."},{"issue":"2","key":"10.1016\/S0167-8655(03)00101-6_BIB13","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1109\/21.362951","article-title":"Fuzzy hypergraph and fuzzy partition","volume":"25","author":"Lee-Kwang","year":"1995","journal-title":"IEEE Trans. Syst., Man, Cybernetics\u2013\u2013Part B: Cybernetics"},{"issue":"1","key":"10.1016\/S0167-8655(03)00101-6_BIB14","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1109\/3477.552189","article-title":"Hierarchical partition of nonstructured concurrent systems","volume":"27","author":"Lee-Kwang","year":"1997","journal-title":"IEEE Trans. Syst., Man, Cybernetics\u2013\u2013Part B: Cybernetics"},{"issue":"3","key":"10.1016\/S0167-8655(03)00101-6_BIB15","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1109\/91.413225","article-title":"On cluster validity for the fuzzy c-means model","volume":"3","author":"Pal","year":"1995","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10.1016\/S0167-8655(03)00101-6_BIB16","doi-asserted-by":"crossref","first-page":"1785","DOI":"10.1016\/S0031-3203(01)00170-4","article-title":"A fuzzy algorithm for color quantization of images","volume":"35","author":"Qzdemir","year":"2002","journal-title":"Pattern Recognit."},{"key":"10.1016\/S0167-8655(03)00101-6_BIB17","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/S0167-8655(97)00168-2","article-title":"A new cluster validity index for the fuzzy c-mean","volume":"19","author":"Rezaee","year":"1998","journal-title":"Pattern Recognit. Lett."},{"issue":"2","key":"10.1016\/S0167-8655(03)00101-6_BIB18","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/S0933-3657(00)00042-7","article-title":"Cooperation of fuzzy segmentation operators for correction aliasing phenomenon in 3D color doppler imaging","volume":"19","author":"Shahin","year":"2000","journal-title":"Artificial Intelligence"},{"issue":"8","key":"10.1016\/S0167-8655(03)00101-6_BIB19","doi-asserted-by":"crossref","first-page":"841","DOI":"10.1109\/34.85677","article-title":"A validity measure for fuzzy clustering","volume":"13","author":"Xie","year":"1991","journal-title":"IEEE Trans. Pattern Anal. Mach. Intelligence"},{"issue":"3","key":"10.1016\/S0167-8655(03)00101-6_BIB20","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1080\/01969727208542910","article-title":"A fuzzy set theoretic interpretation of liguistic hedges","volume":"2","author":"Zadeh","year":"1972","journal-title":"J. Cybern."}],"container-title":["Pattern Recognition Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167865503001016?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167865503001016?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,3,19]],"date-time":"2019-03-19T10:28:30Z","timestamp":1552991310000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0167865503001016"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003,11]]},"references-count":20,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2003,11]]}},"alternative-id":["S0167865503001016"],"URL":"https:\/\/doi.org\/10.1016\/s0167-8655(03)00101-6","relation":{},"ISSN":["0167-8655"],"issn-type":[{"value":"0167-8655","type":"print"}],"subject":[],"published":{"date-parts":[[2003,11]]}}}