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Volumn , Issue , 2008, Pages 516-521

A variational formulation for GTM through time

Author keywords

[No Author keywords available]

Indexed keywords

DATA VISUALIZATION; HIDDEN MARKOV MODELS; LEARNING SYSTEMS; MARKOV PROCESSES; TIME SERIES ANALYSIS;

EID: 56349163285     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4633841     Document Type: Conference Paper
Times cited : (5)

References (13)
  • 1
    • 0347963789 scopus 로고    scopus 로고
    • GTM: The Generative Topographic Mapping
    • C. M. Bishop, M. Svensén, and C. K. I. Williams, "GTM: The Generative Topographic Mapping," Neural Comput., vol. 10, no. 1, pp. 215-234, 1998.
    • (1998) Neural Comput , vol.10 , Issue.1 , pp. 215-234
    • Bishop, C.M.1    Svensén, M.2    Williams, C.K.I.3
  • 3
    • 40849113339 scopus 로고    scopus 로고
    • Capturing the dynamics of multivariate time series through visualization using Generative Topographic Mapping Through Time
    • Islamabad, Pakistan
    • I. Olier and A. Vellido, "Capturing the dynamics of multivariate time series through visualization using Generative Topographic Mapping Through Time," in Proceedings of IEEE ICEIS 2006, Islamabad, Pakistan, 2006, pp. 492-497.
    • (2006) Proceedings of IEEE ICEIS 2006 , pp. 492-497
    • Olier, I.1    Vellido, A.2
  • 5
    • 0344110441 scopus 로고    scopus 로고
    • Developments of the Generative Topographic Mapping
    • C. M. Bishop, M. Svensén, and C. K. I. Williams, "'Developments of the Generative Topographic Mapping," Neurocomputing, vol. 21, no. 1-3, pp. 203-224, 1998.
    • (1998) Neurocomputing , vol.21 , Issue.1-3 , pp. 203-224
    • Bishop, C.M.1    Svensén, M.2    Williams, C.K.I.3
  • 6
    • 0041524001 scopus 로고    scopus 로고
    • Selective smoothing of the Generative Topographic Mapping
    • A. Vellido, W. El-Deredy, and P. J. G. Lisboa, "Selective smoothing of the Generative Topographic Mapping," IEEE T. Neural Networ., vol. 14, no. 4, pp. 847-852, 2003.
    • (2003) IEEE T. Neural Networ , vol.14 , Issue.4 , pp. 847-852
    • Vellido, A.1    El-Deredy, W.2    Lisboa, P.J.G.3
  • 7
    • 3543081155 scopus 로고    scopus 로고
    • Variational algorithms for approximate Bayesian inference,
    • Ph.D. dissertation, The Gatsby Computational Neuroscience Unit, Univ. College London
    • M. Beal, "Variational algorithms for approximate Bayesian inference," Ph.D. dissertation, The Gatsby Computational Neuroscience Unit, Univ. College London, 2003.
    • (2003)
    • Beal, M.1
  • 9
    • 0024610919 scopus 로고
    • A tutorial on Hidden Markov Models and selected applications in speech recognition
    • L. Rabiner, "A tutorial on Hidden Markov Models and selected applications in speech recognition," in Proc. of the IEEE, vol. 77, no. 2, 1989, pp. 257-285.
    • (1989) Proc. of the IEEE , vol.77 , Issue.2 , pp. 257-285
    • Rabiner, L.1
  • 10
    • 56349157909 scopus 로고    scopus 로고
    • A variational formulation for GTM Through Time: Theoretical foundations
    • Technical University of Catalonia UPC, Tech. Rep. LSI-07-38-R
    • I. Olier and A. Vellido, "A variational formulation for GTM Through Time: Theoretical foundations," Technical University of Catalonia (UPC), Tech. Rep. LSI-07-38-R, 2007.
    • (2007)
    • Olier, I.1    Vellido, A.2
  • 11
    • 0036498243 scopus 로고    scopus 로고
    • A dynamic probabilistic model to visualise topic evolution in text streams
    • A. Kabán and M. Girolami, "A dynamic probabilistic model to visualise topic evolution in text streams," J. Intell. Inf. Syst., vol. 18, no. 2-3, pp. 107-125, 2002.
    • (2002) J. Intell. Inf. Syst , vol.18 , Issue.2-3 , pp. 107-125
    • Kabán, A.1    Girolami, M.2
  • 12
    • 0002297358 scopus 로고
    • Hidden Markov model induction by Bayesian model merging
    • S. J. Hanson, J. D. Cowan, and C. L. Giles, Eds, San Francisco, CA. Morgan Kauffmann
    • A. Stoicke and S. Omohundro, "Hidden Markov model induction by Bayesian model merging," in Advances in Neural Information Processing Systems, S. J. Hanson, J. D. Cowan, and C. L. Giles, Eds., vol. 5. San Francisco, CA. Morgan Kauffmann, 1993, pp. 11-18.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 11-18
    • Stoicke, A.1    Omohundro, S.2
  • 13
    • 0003598536 scopus 로고    scopus 로고
    • Cavendish Laboratory, University of Cambridge, Tech. Rep, unpublished Manuscript
    • D. J. C. MacKay, "Ensemble learning for Hidden Markov Models," Cavendish Laboratory, University of Cambridge, Tech. Rep., 1997, unpublished Manuscript.
    • (1997) Ensemble learning for Hidden Markov Models
    • MacKay, D.J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.