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Volumn 44, Issue 6, 2008, Pages 822-831

Bayesian approach, theory of empirical risk minimization. Comparative analysis

Author keywords

Bayesian procedure; Classification; Empirical risk; Markov chain; Procedure error; Training sample

Indexed keywords

BAYESIAN PROCEDURE; CLASSIFICATION; EMPIRICAL RISK; MARKOV CHAIN; PROCEDURE ERROR; TRAINING SAMPLE;

EID: 58049202752     PISSN: 10600396     EISSN: 15738337     Source Type: Journal    
DOI: 10.1007/s10559-008-9058-0     Document Type: Article
Times cited : (1)

References (14)
  • 4
    • 34447099091 scopus 로고    scopus 로고
    • "Predicting protein secondary structure based on Bayesian classification procedures on Markovian chains"
    • I. V. Sergienko, B. A. Beletskii, S. V. Vasil'ev, and A. M. Gupal, "Predicting protein secondary structure based on Bayesian classification procedures on Markovian chains," Cybern. Syst. Analysis, 43, No. 2, 208-212 (2007).
    • (2007) Cybern. Syst. Analysis , vol.43 , Issue.2 , pp. 208-212
    • Sergienko, I.V.1    Beletskii, B.A.2    Vasil'ev, S.V.3    Gupal, A.M.4
  • 5
    • 0003610914 scopus 로고
    • Chelsea Publishing Co, U.S.A
    • F. Hausdorff, Set Theory, Chelsea Publishing Co, U.S.A. (1962).
    • (1962) Set Theory
    • Hausdorff, F.1
  • 7
    • 0011558393 scopus 로고
    • [in Russian], Gosizdat, Moscow-Leningrad
    • S. N. Bernshtein, Probability Theory [in Russian], Gosizdat, Moscow-Leningrad (1927).
    • (1927) Probability Theory
    • Bernshtein, S.N.1
  • 10
    • 33751527264 scopus 로고
    • "Efficiency of Bayesian Classification Procedure"
    • A. M. Gupal, S. V. Pashko, and I. V. Sergienko, "Efficiency of Bayesian Classification Procedure," Cybern. Syst. Analysis, 31, No. 4, 543-554 (1995).
    • (1995) Cybern. Syst. Analysis , vol.31 , Issue.4 , pp. 543-554
    • Gupal, A.M.1    Pashko, S.V.2    Sergienko, I.V.3
  • 12
    • 33751528982 scopus 로고    scopus 로고
    • "Design principles for inductive inference procedures"
    • I. V. Sergienko and A. M. Gupal, "Design principles for inductive inference procedures," Cybern. Syst. Analysis, 42, No. 4, 505-515 (2006).
    • (2006) Cybern. Syst. Analysis , vol.42 , Issue.4 , pp. 505-515
    • Sergienko, I.V.1    Gupal, A.M.2
  • 13
    • 34047189391 scopus 로고    scopus 로고
    • "Complexity of Bayesian procedure of inductive inference. Discrete case"
    • B. A. Beletskiy, A. A. Vagis, S. V. Vasilyev, and N. A. Gupal, "Complexity of Bayesian procedure of inductive inference. Discrete case," J. Automat. Inform. Sci., 38, No. 11, 56-73 (2006).
    • (2006) J. Automat. Inform. Sci. , vol.38 , Issue.11 , pp. 56-73
    • Beletskiy, B.A.1    Vagis, A.A.2    Vasilyev, S.V.3    Gupal, N.A.4
  • 14
    • 37349023132 scopus 로고    scopus 로고
    • "Optimal pattern recognition procedures and their classification"
    • I. V. Sergienko and A. M. Gupal, "Optimal pattern recognition procedures and their classification," Cybern. Syst. Analysis, 43, No. 6, 799-809 (2007).
    • (2007) Cybern. Syst. Analysis , vol.43 , Issue.6 , pp. 799-809
    • Sergienko, I.V.1    Gupal, A.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.