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Volumn 26, Issue 12, 1997, Pages 2927-2944

Estimation of Gaussian mixtures with rotationally invariant covariance matrices

Author keywords

EM method; Maximum likelihood; Parameter estimation; Strophoscedastic mixtures, orthogonal invariance, singular value decomposition

Indexed keywords

ALGORITHMS; CONSTRAINT THEORY; MATHEMATICAL TRANSFORMATIONS; MATRIX ALGEBRA; NUMERICAL METHODS; PARAMETER ESTIMATION;

EID: 0031375791     PISSN: 03610926     EISSN: None     Source Type: Journal    
DOI: 10.1080/03610929708832086     Document Type: Article
Times cited : (1)

References (9)
  • 2
    • 0001583711 scopus 로고
    • The comparison of sample covariance matrices using likelihood ratio tests
    • Manly, B. F. J. and Rayner, J. C. W. (1987). "The comparison of sample covariance matrices using likelihood ratio tests," Biometrika, 74, 841-7.
    • (1987) Biometrika , vol.74 , pp. 841-847
    • Manly, B.F.J.1    Rayner, J.C.W.2
  • 4
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood, and the EM algorithm
    • Redner, R. A. and Walker, H. F. (1984). "Mixture densities, maximum likelihood, and the EM algorithm," SIAM Review, 26(2), 195-239.
    • (1984) SIAM Review , vol.26 , Issue.2 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2
  • 6
    • 0028497290 scopus 로고
    • Maximum likelihood training of probabilistic neural networks
    • Streit, R. L. and Luginbuhl, T. E. (1994). "Maximum likelihood training of probabilistic neural networks," IEEE Transactions on Neural Networks, 5(5), 764-783.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.5 , pp. 764-783
    • Streit, R.L.1    Luginbuhl, T.E.2
  • 7
    • 0029517680 scopus 로고
    • Maximum likelihood training of probabilistic neural networks with rotationally related covariance matrices
    • Australia, 27 Nov. - 1 Dec
    • Streit, R. L., Greineder, S. G., and Luginbuhl, T. E. (1994). "Maximum likelihood training of probabilistic neural networks with rotationally related covariance matrices," Proceedings of the International Conference on Neural Networks, Australia, 27 Nov. - 1 Dec 1995, 1, 300-303.
    • (1994) Proceedings of the International Conference on Neural Networks , vol.1 , pp. 300-303
    • Streit, R.L.1    Greineder, S.G.2    Luginbuhl, T.E.3
  • 9
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • Wu, C. F. J. (1983). "On the convergence properties of the EM algorithm," Annals of Statistics, 11, 95-103.
    • (1983) Annals of Statistics , vol.11 , pp. 95-103
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.