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Article: Clustering of clusters

TitleClustering of clusters
Authors
Chan, KPCheung, YS
KeywordsChinese character recognition
Cluster analysis
Fuzzy-c-mean
Modified fuzzy isodata
Recursive fuzzy-2-mean
Issue Date1992
PublisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/pr
Citation
Pattern Recognition, 1992, v. 25 n. 2, p. 211-217 How to Cite?
DOI: http://dx.doi.org/10.1016/0031-3203(92)90102-O
AbstractAn algorithm for the clustering of existing clusters is introduced in this paper. The algorithm was adopted from fuzzy-c-mean and modifications made to take into account the extra information, i.e. some data samples already form clusters. Partition coefficients, together with some other criteria, are used for testing cluster validity. The method was applied on Chinese character recognition and an encouraging result was obtained.
Persistent Identifierhttp://hdl.handle.net/10722/152232
ISSN
0031-3203
2023 Impact Factor: 7.5
2023 SCImago Journal Rankings: 2.732
ISI Accession Number ID
WOS:A1992HG87000008

 

DC FieldValueLanguage
dc.contributor.authorChan, KPen_HK
dc.contributor.authorCheung, YSen_HK
dc.date.accessioned2012-06-26T06:36:39Z-
dc.date.available2012-06-26T06:36:39Z-
dc.date.issued1992en_HK
dc.identifier.citationPattern Recognition, 1992, v. 25 n. 2, p. 211-217en_HK
dc.identifier.issn0031-3203en_HK
dc.identifier.urihttp://hdl.handle.net/10722/152232-
dc.description.abstractAn algorithm for the clustering of existing clusters is introduced in this paper. The algorithm was adopted from fuzzy-c-mean and modifications made to take into account the extra information, i.e. some data samples already form clusters. Partition coefficients, together with some other criteria, are used for testing cluster validity. The method was applied on Chinese character recognition and an encouraging result was obtained.en_HK
dc.languageengen_US
dc.publisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/pren_HK
dc.relation.ispartofPattern Recognitionen_HK
dc.subjectChinese character recognitionen_HK
dc.subjectCluster analysisen_HK
dc.subjectFuzzy-c-meanen_HK
dc.subjectModified fuzzy isodataen_HK
dc.subjectRecursive fuzzy-2-meanen_HK
dc.titleClustering of clustersen_HK
dc.typeArticleen_HK
dc.identifier.emailChan, KP:kpchan@cs.hku.hken_HK
dc.identifier.emailCheung, YS:paul.cheung@hku.hken_HK
dc.identifier.authorityChan, KP=rp00092en_HK
dc.identifier.authorityCheung, YS=rp00077en_HK
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.doi10.1016/0031-3203(92)90102-Oen_HK
dc.identifier.scopuseid_2-s2.0-0026822078en_HK
dc.identifier.volume25en_HK
dc.identifier.issue2en_HK
dc.identifier.spage211en_HK
dc.identifier.epage217en_HK
dc.identifier.isiWOS:A1992HG87000008-
dc.publisher.placeNetherlandsen_HK
dc.identifier.scopusauthoridChan, KP=7406032820en_HK
dc.identifier.scopusauthoridCheung, YS=7202595335en_HK
dc.identifier.issnl0031-3203-

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