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Volumn 4724 LNAI, Issue , 2007, Pages 524-535

Belief classification approach based on generalized credal EM

Author keywords

Expectation maximization; Mixture models; Partially supervised classification; Transferable belief model

Indexed keywords

MATHEMATICAL MODELS; PARAMETER ESTIMATION; UNCERTAINTY ANALYSIS; UNSUPERVISED LEARNING;

EID: 38049169155     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75256-1_47     Document Type: Conference Paper
Times cited : (7)

References (15)
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    • Ambroise, C.1    Govaert, G.2
  • 2
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    • Clustering approach using belief function theory
    • Euzenat, J, Domingue, J, eds, AIMSA 2006, Springer, Heidelberg
    • Ben Hariz, S., Elouedi, Z., Mellouli, K.: Clustering approach using belief function theory. In: Euzenat, J., Domingue, J. (eds.) AIMSA 2006. LNCS (LNAI), vol. 4183, pp. 162-171. Springer, Heidelberg (2006)
    • (2006) LNCS (LNAI , vol.4183 , pp. 162-171
    • Ben Hariz, S.1    Elouedi, Z.2    Mellouli, K.3
  • 4
    • 0029307876 scopus 로고
    • A k-nearest neighbor classification rule based on Dempster-Shafer theory
    • Denoeux, T.: A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Transactions on Systems, Man and Cybernetics 25(5), 804-813 (1995)
    • (1995) IEEE Transactions on Systems, Man and Cybernetics , vol.25 , Issue.5 , pp. 804-813
    • Denoeux, T.1
  • 8
    • 0001551844 scopus 로고
    • Supervised learning from incomplete data via an EM approach
    • Cowan, J.D, Tesauro, G, Alspector, J, eds, Morgan Kaufmann Publishers, San Francisco
    • Ghahramani, Z., Jordan, M.I.: Supervised learning from incomplete data via an EM approach. In: Cowan, J.D., Tesauro, G., Alspector, J. (eds.) Advances in Neural Information Processing Systems, vol. 6, pp. 120-127. Morgan Kaufmann Publishers, San Francisco (1994)
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 120-127
    • Ghahramani, Z.1    Jordan, M.I.2
  • 12
    • 0025434991 scopus 로고
    • The combination of evidence in the transferable belief model
    • Smets, P.: The combination of evidence in the transferable belief model. IEEE Pattern analysis and Machine Intelligence 12(5), 447-458 (1990)
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    • Smets, P.1
  • 13
    • 0003106837 scopus 로고
    • Belief functions: The disjunctive rule of combination and the generalized Bayesian theorem
    • Smets, P.: Belief functions: The disjunctive rule of combination and the generalized Bayesian theorem. International Journal of Approximate Reasoning 9, 1-35 (1993)
    • (1993) International Journal of Approximate Reasoning , vol.9 , pp. 1-35
    • Smets, P.1
  • 15
    • 26944470740 scopus 로고    scopus 로고
    • Partially supervised learning by a credal EM approach
    • Godo, L, ed, ECSQARU 2005, Springer, Heidelberg
    • Vannoorenberghe, P., Smets, P.: Partially supervised learning by a credal EM approach. In: Godo, L. (ed.) ECSQARU 2005. LNCS (LNAI), vol. 3571, pp. 956-967. Springer, Heidelberg (2005)
    • (2005) LNCS (LNAI , vol.3571 , pp. 956-967
    • Vannoorenberghe, P.1    Smets, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.