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Volumn , Issue , 2009, Pages 457-464

Nonparametric Bayesian learning of switching linear dynamical systems

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ALGORITHMS; BAYESIAN NETWORKS; DYNAMICAL SYSTEMS;

EID: 84858766922     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (193)

References (14)
  • 1
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    • Aoki, M.1    Havenner, A.2
  • 4
    • 80051630364 scopus 로고    scopus 로고
    • Simulation-based sequential analysis ofMarkov switching stochastic volatility models
    • C. Carvalho and H. Lopes. Simulation-based sequential analysis ofMarkov switching stochastic volatility models. Comp. Stat. & Data Anal., 2006.
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    • Carvalho, C.1    Lopes, H.2
  • 6
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    • Hierarchical Dirichlet processes for tracking maneuvering targets
    • July
    • E. B. Fox, E. B. Sudderth, and A. S. Willsky. Hierarchical Dirichlet processes for tracking maneuvering targets. In Int. Conf. Inf. Fusion, July 2007.
    • (2007) Int. Conf. Inf. Fusion
    • Fox, E.B.1    Sudderth, E.B.2    Willsky, A.S.3
  • 7
    • 0036623091 scopus 로고    scopus 로고
    • Exact and approximate sum-representations for the Dirichlet process
    • H. Ishwaran andM. Zarepour. Exact and approximate sum-representations for the Dirichlet process. Can. J. Stat., 30:269-283, 2002.
    • (2002) Can. J. Stat. , vol.30 , pp. 269-283
    • Ishwaran, H.1    Zarepour, M.2
  • 8
    • 39749137487 scopus 로고    scopus 로고
    • Learning and inferring motion patterns using parametric segmental switching linear dynamic systems
    • DOI 10.1007/s11263-007-0062-z, Special issue on Machine Learning for Vision, Guest Editors: William Freeman, Pietro Perona and Bernhard Scholkopf
    • S. Oh, J. Rehg, T. Balch, and F. Dellaert. Learning and inferring motion patterns using parametric segmental switching linear dynamic systems. IJCV, 77(1-3):103-124, 2008. (Pubitemid 351294739)
    • (2008) International Journal of Computer Vision , vol.77 , Issue.1-3 , pp. 103-124
    • Oh, S.M.1    Rehg, J.M.2    Balch, T.3    Dellaert, F.4
  • 9
    • 0007994116 scopus 로고    scopus 로고
    • Learning switching linear models of human motion
    • J. M. Pavlović, V. Rehg and J. MacCormick. Learning switching linear models of human motion. In NIPS, 2000.
    • (2000) NIPS
    • Pavlović, J.M.1    Rehg, V.2    MacCormick, J.3
  • 10
    • 27544508858 scopus 로고    scopus 로고
    • Survey of maneuvering target tracking. Part V: Multiple-model methods
    • DOI 10.1109/TAES.2005.1561886
    • X. Rong Li and V. Jilkov. Survey of maneuvering target tracking. Part V: Multiple-model methods. IEEE Trans. Aerosp. Electron. Syst., 41(4):1255-1321, 2005. (Pubitemid 43033916)
    • (2005) IEEE Transactions on Aerospace and Electronic Systems , vol.41 , Issue.4 , pp. 1255-1321
    • Li, X.R.1    Jilkov, V.P.2
  • 11
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    • A constructive definition of Dirichlet priors
    • J. Sethuraman. A constructive definition of Dirichlet priors. Stat. Sinica, 4:639-650, 1994.
    • (1994) Stat. Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1
  • 14
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    • Modeling changing dependency structure in multivariate time series
    • X. Xuan and K. Murphy. Modeling changing dependency structure in multivariate time series. In ICML, 2007.
    • (2007) ICML
    • Xuan, X.1    Murphy, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.