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Volumn 31, Issue 4-6, 2000, Pages 1-11

EM Algorithm with Split and Merge Operations for Mixture Models

Author keywords

Dimensionality reduction; EM algorithm; Maximum likelihood estimates; Mixture models; Split and merge operations

Indexed keywords


EID: 0345856721     PISSN: 08821666     EISSN: None     Source Type: Journal    
DOI: 10.1002/(sici)1520-684x(200005)31:5<1::aid-scj1>3.0.co;2-g     Document Type: Article
Times cited : (5)

References (11)
  • 1
    • 0003336439 scopus 로고
    • Mixture models: Inference and applications to clustering
    • MacLachlan G, Basford K. Mixture models: Inference and applications to clustering. Marcel Dekker; 1988.
    • (1988) Marcel Dekker
    • MacLachlan, G.1    Basford, K.2
  • 2
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the EM algorithm
    • Jordon MI, Jacobs RA. Hierarchical mixtures of experts and the EM algorithm. Neural Computation 1994;6:181-214.
    • (1994) Neural Computation , vol.6 , pp. 181-214
    • Jordon, M.I.1    Jacobs, R.A.2
  • 3
    • 0004191977 scopus 로고    scopus 로고
    • Mixture of probabilistic principal component analysers
    • Aston University
    • Tipping ME, Bishop CM. Mixture of probabilistic principal component analysers. Tech Rep NCRG-97-003, Aston University, 1997.
    • (1997) Tech Rep NCRG-97-003
    • Tipping, M.E.1    Bishop, C.M.2
  • 4
    • 0346423284 scopus 로고    scopus 로고
    • A hierarchical latent variable model for data visualization
    • To appear in
    • Bishop CM, Tipping ME. A hierarchical latent variable model for data visualization. To appear in IEEE Trans PAMI.
    • IEEE Trans PAMI
    • Bishop, C.M.1    Tipping, M.E.2
  • 5
    • 0003744820 scopus 로고    scopus 로고
    • The EM algorithm for mixtures of factor analyzers
    • University of Toronto
    • Ghahramani Z, Hinton GE. The EM algorithm for mixtures of factor analyzers. Tech Rep CRG-TR-96-1, University of Toronto, 1997.
    • (1997) Tech Rep CRG-TR-96-1
    • Ghahramani, Z.1    Hinton, G.E.2
  • 6
    • 0030737323 scopus 로고    scopus 로고
    • Modeling the manifolds of images of handwritten digits
    • Hinton GE, Dayan P, Revow M. Modeling the manifolds of images of handwritten digits. IEEE Trans PAMI 1997;8:65-74.
    • (1997) IEEE Trans PAMI , vol.8 , pp. 65-74
    • Hinton, G.E.1    Dayan, P.2    Revow, M.3
  • 7
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster AP, Laird NM, Rubin DB. Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc B 1977;39:1-38.
    • (1977) J r Stat Soc B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 8
    • 0032029288 scopus 로고    scopus 로고
    • Deterministic annealing EM algorithm
    • Ueda N, Nakano R. Deterministic annealing EM algorithm. Neural Networks 1998;11:271-282.
    • (1998) Neural Networks , vol.11 , pp. 271-282
    • Ueda, N.1    Nakano, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.