메뉴 건너뛰기




Volumn 1876, Issue , 2000, Pages 872-881

Clustering with EM: Complex models vs. robust estimation

Author keywords

Clustering; Expectation maximization; M estimation; Robustness

Indexed keywords

CLUSTERING; EXPECTATION MAXIMIZATION; EXPECTATION-MAXIMIZATION ALGORITHMS; M-ESTIMATION; MODEL PARAMETERS; MULTIVARIATE DATA; PARAMETERS ESTIMATES; ROBUST ESTIMATION; EXPECTATION - MAXIMIZATIONS;

EID: 84877786735     PISSN: 03029743     EISSN: 16113349     Source Type: Journal    
DOI: 10.1007/3-540-44522-6_90     Document Type: Article
Times cited : (3)

References (9)
  • 2
    • 0030351528 scopus 로고    scopus 로고
    • An entropy criterion for assessing the number of clusters in a mixture model
    • Celeux, G., Soromenho, G.: An entropy criterion for assessing the number of clusters in a mixture model. J. of Classification 13 (1996) 195-212
    • (1996) J. of Classification , vol.13 , pp. 195-212
    • Celeux, G.1    Soromenho, G.2
  • 3
    • 85016922096 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm with discussion
    • Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm with discussion. J. of the Royal Stat. Soc. 39 (1977) 1-38
    • (1977) J. of the Royal Stat. Soc. , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 7
    • 84949808022 scopus 로고    scopus 로고
    • Robustness of clustering under outliers
    • Kharin, Y.: Robustness of clustering under outliers. LNCS 1280 (1997)
    • (1997) LNCS , vol.1280
    • Kharin, Y.1
  • 8
    • 84947788012 scopus 로고    scopus 로고
    • Robust cluster analysis via mixtures of multivariate tdistributions
    • McLachlan, G.J., Peel, D.: Robust cluster analysis via mixtures of multivariate tdistributions. LNCS 1451 (1999) 658-667
    • (1999) LNCS , vol.1451 , pp. 658-667
    • McLachlan, G.J.1    Peel, D.2
  • 9
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • Wu, C.F.J.: On the convergence properties of the EM algorithm. Ann. of Stat. 11 (1983) 95-103
    • (1983) Ann. of Stat. , vol.11 , pp. 95-103
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.