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Volumn 39, Issue 3, 2006, Pages 424-431

Clustering noisy data in a reduced dimension space via multivariate regression trees

Author keywords

Cluster analysis; Dimension reduction; Multivariate regression trees; Noise variables

Indexed keywords

DATABASE SYSTEMS; MATHEMATICAL MODELS; REGRESSION ANALYSIS; TREES (MATHEMATICS);

EID: 29144480705     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2005.09.003     Document Type: Article
Times cited : (15)

References (14)
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    • McLachlan, G.J.1    Bean, R.W.2    Peel, D.3
  • 4
    • 33847457966 scopus 로고
    • An examination of the effect of six types of error perturbation on fifteen clustering algorithms
    • G.W. Milligan An examination of the effect of six types of error perturbation on fifteen clustering algorithms Psychometrica 45 1980 325 342
    • (1980) Psychometrica , vol.45 , pp. 325-342
    • Milligan, G.W.1
  • 8
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • A.P. Dempster, N.M. Laird, and D.B. Rubin Maximum likelihood from incomplete data via the EM algorithm J. Roy. Stat. Soc. B 39 1977 1 38
    • (1977) J. Roy. Stat. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 11
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • W.M. Rand Objective criteria for the evaluation of clustering methods J. Amer. Statist. Assoc. 66 1971 846 850
    • (1971) J. Amer. Statist. Assoc. , vol.66 , pp. 846-850
    • Rand, W.M.1
  • 13
    • 0000448043 scopus 로고
    • The application of linear discriminant analysis in the diagnosis of thyroid diseases
    • D. Coomans, M. Jonckheer, D.L. Massart, I. Broeckaert, and P. Block The application of linear discriminant analysis in the diagnosis of thyroid diseases Anal. Chim. Acta 103 1978 409 415
    • (1978) Anal. Chim. Acta , vol.103 , pp. 409-415
    • Coomans, D.1    Jonckheer, M.2    Massart, D.L.3    Broeckaert, I.4    Block, P.5
  • 14
    • 84948872101 scopus 로고
    • A study of the comparability of external criteria for hierarchical cluster analysis
    • G.W. Milligan, and M.C. Cooper A study of the comparability of external criteria for hierarchical cluster analysis Multivar. Behav. Res. 21 1986 441 458
    • (1986) Multivar. Behav. Res. , vol.21 , pp. 441-458
    • Milligan, G.W.1    Cooper, M.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.