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Volumn 2, Issue , 2005, Pages 944-949

Data-driven MCMC for learning and inference in switching linear dynamic systems

Author keywords

[No Author keywords available]

Indexed keywords

INFERENCE ALGORITHMS; MODEL PARAMETERS; NONLINEAR DYNAMIC SYSTEMS; SWITCHING LINEAR DYNAMIC SYSTEM (SLDS) MODELS;

EID: 29344437337     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (24)
  • 2
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    • Balch, T.1    Khan, Z.2    Veloso, M.3
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    • Rao-Blackwellisation of sampling schemes
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    • Casella, G.1    Robert, C.2
  • 8
    • 0001646121 scopus 로고    scopus 로고
    • Variational learning for switching state-space models
    • Ghahramani, Z., and Hinton, G. E. 1998. Variational learning for switching state-space models. Neural Computation 12(4):963-996.
    • (1998) Neural Computation , vol.12 , Issue.4 , pp. 963-996
    • Ghahramani, Z.1    Hinton, G.E.2
  • 10
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • Hastings, W. 1970. Monte Carlo sampling methods using Markov chains and their applications. Biometrika 57:97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.1
  • 11
    • 0002634803 scopus 로고
    • Dynamic linear models with Markov-switching
    • Kim, C.-J. 1994. Dynamic linear models with Markov-switching. Journal of Econometrics 60.
    • (1994) Journal of Econometrics , vol.60
    • Kim, C.-J.1
  • 14
    • 85133380236 scopus 로고    scopus 로고
    • Bayesian fault detection and diagnosis in dynamic systems
    • Lerner, U.; Parr, R.; Koller, D.; and Biswas, G. 2000. Bayesian fault detection and diagnosis in dynamic systems. In Proc. AAAI.
    • (2000) Proc. AAAI
    • Lerner, U.1    Parr, R.2    Koller, D.3    Biswas, G.4
  • 22
    • 0036566199 scopus 로고    scopus 로고
    • Image segmentation by data-driven Markov chain Monte Carlo
    • Tu, Z., and Zhu, S. 2002. Image segmentation by data-driven Markov chain Monte Carlo. IEEE Trans. Pattern Anal. Machine Intell. 24(5):657-673.
    • (2002) IEEE Trans. Pattern Anal. Machine Intell. , vol.24 , Issue.5 , pp. 657-673
    • Tu, Z.1    Zhu, S.2
  • 23
    • 77953859307 scopus 로고    scopus 로고
    • Motion texture: A two-level statistical model for character motion synthesis
    • Y.Li; T.Wang; and Shum, H.-Y. 2002. Motion texture: A two-level statistical model for character motion synthesis. In SIGGRAPH.
    • (2002) SIGGRAPH
    • Li, Y.1    Wang, T.2    Shum, H.-Y.3
  • 24
    • 0142103260 scopus 로고    scopus 로고
    • Hierarchical visualization of time-series data using switching linear dynamical systems
    • Zoeter, O., and Heskes, T. 2003. Hierarchical visualization of time-series data using switching linear dynamical systems. IEEE Trans. Pattern Anal. Machine Intell. 25(10):1202-1215.
    • (2003) IEEE Trans. Pattern Anal. Machine Intell. , vol.25 , Issue.10 , pp. 1202-1215
    • Zoeter, O.1    Heskes, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.