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Volumn 5050 LNCS, Issue , 2008, Pages 1-24

A new framework for machine learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CHLORINE COMPOUNDS; EDUCATION; GRAPHIC METHODS; INFERENCE ENGINES; INTELLIGENT CONTROL; LEARNING SYSTEMS; MESSAGE PASSING; PROBABILITY DISTRIBUTIONS; ROBOT LEARNING;

EID: 46049112055     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-68860-0_1     Document Type: Conference Paper
Times cited : (19)

References (21)
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    • Baum, L.E.: An inequality and associated maximization technique in statistical estimation of probabilistic functions of Markov processes. Inequalities 3, 1-8 (1972)
    • (1972) Inequalities , vol.3 , pp. 1-8
    • Baum, L.E.1
  • 4
    • 0027297425 scopus 로고
    • Near Shannon limit error-correcting coding and decoding: Turbo-codes (1)
    • Berrou, C., Glavieux, A., Thitimajshima, P.: Near Shannon limit error-correcting coding and decoding: Turbo-codes (1). In: Proceedings ICC 1993, pp. 1064-1070 (1993)
    • (1993) Proceedings ICC 1993 , pp. 1064-1070
    • Berrou, C.1    Glavieux, A.2    Thitimajshima, P.3
  • 6
    • 84898991735 scopus 로고    scopus 로고
    • VIBES: A variational inference engine for Bayesian networks
    • Becker, S, Thrun, S, Obermeyer, K, eds, MIT Press, Cambridge
    • Bishop, C.M., Spiegelhalter, D., Winn, J.: VIBES: A variational inference engine for Bayesian networks. In: Becker, S., Thrun, S., Obermeyer, K. (eds.) Advances in Neural Information Processing Systems, vol. 15, pp. 793-800. MIT Press, Cambridge (2003)
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 793-800
    • Bishop, C.M.1    Spiegelhalter, D.2    Winn, J.3
  • 9
    • 84898964205 scopus 로고    scopus 로고
    • A revolution: Belief propagation in graphs with cycles
    • Jordan, M.I, Kearns, M.J, Solla, S.A, eds, MIT Press, Cambridge
    • Frey, B.J., MacKay, D.J.C.: A revolution: Belief propagation in graphs with cycles. In: Jordan, M.I., Kearns, M.J., Solla, S.A. (eds.) Advances in Neural Information Processing Systems, vol. 10. MIT Press, Cambridge (1998)
    • (1998) Advances in Neural Information Processing Systems , vol.10
    • Frey, B.J.1    MacKay, D.J.C.2
  • 11
    • 0033426506 scopus 로고    scopus 로고
    • Parameter estimation in large dynmaical paird comparison experiments
    • Glickman, M.E.: Parameter estimation in large dynmaical paird comparison experiments. Applied Statistics 48, 377-394 (1999)
    • (1999) Applied Statistics , vol.48 , pp. 377-394
    • Glickman, M.E.1
  • 12
    • 84864075452 scopus 로고    scopus 로고
    • Herbrich, R., Minka, T., Graepel, T.: Trueskill™: A Bayesian skill rating system. In: Advances in Neural Information Processing Systems, 19, pp. 569-576. MIT Press, Cambridge (2007)
    • Herbrich, R., Minka, T., Graepel, T.: Trueskill™: A Bayesian skill rating system. In: Advances in Neural Information Processing Systems, vol. 19, pp. 569-576. MIT Press, Cambridge (2007)
  • 14
    • 85024429815 scopus 로고    scopus 로고
    • Kalman, R.E.: A new approach to linear filtering and prediction problems. Transactions of the American Society for Mechanical Engineering, Series D, Journal of Basic Engineering 82, 35-45 (1960)
    • Kalman, R.E.: A new approach to linear filtering and prediction problems. Transactions of the American Society for Mechanical Engineering, Series D, Journal of Basic Engineering 82, 35-45 (1960)
  • 17
    • 0345978970 scopus 로고    scopus 로고
    • Expectation propagation for approximate Bayesian inference
    • Breese, J, Koller, D, eds, Morgan Kaufmann, San Francisco
    • Minka, T.: Expectation propagation for approximate Bayesian inference. In: Breese, J., Koller, D. (eds.) Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence, pp. 362-369. Morgan Kaufmann, San Francisco (2001)
    • (2001) Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence , pp. 362-369
    • Minka, T.1
  • 19
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner, L.R.: A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE 77(2), 257-285 (1989)
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-285
    • Rabiner, L.R.1
  • 20
    • 21644483999 scopus 로고
    • Maximum likelihood estimates of linear dynamical systems
    • Rauch, H.E., Tung, F., Striebel, C.T.: Maximum likelihood estimates of linear dynamical systems. AIAA Journal 3, 1445-1450 (1965)
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    • Rauch, H.E.1    Tung, F.2    Striebel, C.T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.