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Volumn 77, Issue , 2010, Pages 181-188

Maximum likelihood from evidential data: An extension of the EM algorithm

Author keywords

Belief functions; Dempster Shafer theory; Statistical inference; Uncertain data

Indexed keywords

COMPUTATION THEORY; IMAGE SEGMENTATION; MAXIMUM LIKELIHOOD ESTIMATION; MAXIMUM PRINCIPLE; SOFT COMPUTING; STATISTICAL METHODS; UNCERTAINTY ANALYSIS;

EID: 80052273061     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-14746-3_23     Document Type: Conference Paper
Times cited : (24)

References (11)
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    • Aggarwal, C. C., Yu, P. S.: A survey of uncertain data algorithms and applications. IEEE Trans. Knowl. Data Eng. 21(5), 609-623 (2009)
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    • Aggarwal, C.C.1    Yu, P.S.2
  • 2
    • 54549108812 scopus 로고    scopus 로고
    • Learning from partially supervised data using mixture models and belief functions
    • Côme, E., Oukhellou, L., Denœux, T., Aknin, P.: Learning from partially supervised data using mixture models and belief functions. Pattern Recogn. 42(3), 334-348 (2009)
    • (2009) Pattern Recogn , vol.42 , Issue.3 , pp. 334-348
    • Côme, E.1    Oukhellou, L.2    Denœux, T.3    Aknin, P.4
  • 3
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by a multivalued mapping
    • Dempster, A. P.: Upper and lower probabilities induced by a multivalued mapping. Ann. Math. Statist. 38, 325-339 (1967)
    • (1967) Ann. Math. Statist. , vol.38 , pp. 325-339
    • Dempster, A.P.1
  • 5
    • 18144374576 scopus 로고    scopus 로고
    • Nonparametric rank-based statistics and significance tests for fuzzy data
    • Denœux, T., Masson, M.-H., Hébert, P.-A.: Nonparametric rank-based statistics and significance tests for fuzzy data. Fuzzy Sets Syst. 153, 1-28 (2005)
    • (2005) Fuzzy Sets Syst , vol.153 , pp. 1-28
    • Denœux, T.1    Masson, M.-H.2    Hébert, P.-A.3
  • 7
    • 38049169155 scopus 로고    scopus 로고
    • Belief classification approach based on generalized credal EM
    • Mellouli, K. ed., Springer, Heidelberg
    • Jraidi, I., Elouedi, Z.: Belief classification approach based on generalized credal EM. In: Mellouli, K. (ed.) ECSQARU 2007. LNCS (LNAI), vol. 4724, pp. 524-535. Springer, Heidelberg (2007)
    • (2007) ECSQARU 2007. LNCS (LNAI) , vol.4724 , pp. 524-535
    • Jraidi, I.1    Elouedi, Z.2
  • 10
    • 26944470740 scopus 로고    scopus 로고
    • Partially supervised learning by a credal EM approach
    • Godó, L. ed., Springer, Heidelberg
    • Vannoorenberghe, P., Smets, P.: Partially supervised learning by a credal EM approach. In: Godó, L. (ed.) ECSQARU 2005. LNCS (LNAI), vol. 3571, pp. 956-967. Springer, Heidelberg (2005)
    • (2005) ECSQARU 2005. LNCS (LNAI) , vol.3571 , pp. 956-967
    • Vannoorenberghe, P.1    Smets, P.2
  • 11
    • 49949126152 scopus 로고
    • Probability measures of fuzzy events
    • Zadeh, L. A.: Probability measures of fuzzy events. J. Math. Anal. Appl. 10, 421-427 (1968)
    • (1968) J. Math. Anal. Appl. , vol.10 , pp. 421-427
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.