참고문헌
- K Murphy, "Dynamic Bayesian networks:Representation, Inference and Leaming" Ph.D. Dissertation, UC Berkeley, 2002
- X. Li, M. Parizeau, and R. Plamondon, "Training hidden Markov models with multiple observations - A combinatorial method," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.22, no.4, pp. 371-377, 2000 https://doi.org/10.1109/34.845379
- M. Stone, "Cross-validatory choice and assenssment of statistical predictions", J. of the Royal Statistical Society. vol. B36, no.2, pp. 111-133, 1974
- J. M. Pena, J. Bjorkegren, and J. Tebner, "Learning dynamic Bayesian network models via cross-validation," Pattern Recognition Letters, vol. 26, no.14, pp. 2295-2308. 2005 https://doi.org/10.1016/j.patrec.2005.04.005
- R. E. Schapire, Bartlett, P. Y. Freund, and W. S. Lee, "Boosting the margin: a new explanation for the effectiveness of voting methods," Annals of Statistics, vol. 26, no.5, pp.1651-1686, 1998 https://doi.org/10.1214/aos/1024691352
- A. Garg, V. Pavlovic, and J. M.Rehg, "Boosted learning in dynamics Bayesian networks for multimodal speaker detection," Proc. of the IEEE, vol. 91, no.9, pp.1355-1369, 2003 https://doi.org/10.1109/JPROC.2003.817119
- F. Tian, H. Zhang, and Y. Lu, "Research on modeling with dynamics Bayesian networks," Proc. of the IEEE/WIC Int. Conf. on Web Intelligene, pp. 606-609, 2003
- J. A. Bilmes, "Buride Markov models: a graphical-modeling approach to automatic speech recognition," Computer Speech and Language, vol. 17, pp. 213-231, 2003 https://doi.org/10.1016/S0885-2308(03)00010-X
- L. Cohen and A. Bronstein, "Adaptive online learning of Bayesian network parameters," http://www.hpl.hp.com/techreports/2001/HPL-2001-156.pdf, 2001
- J.-T. Chien, "Online unsupervised learning of hidden Markov models for adaptive speech recognition," IEEE Proc. of Vision, Image and Signal Processing, vol. 148, no.5, pp. 315-324, 2001 https://doi.org/10.1049/ip-vis:20010560
- A Papoulis, S. U. Pillai, Probability, random variables and stochastic processes, McGraw Hill, 2002
- V. Krishnamurthy, J.B.Moore, and S. -H.Chung, "Hidden Markov model signal processing in presence of unknown deterministic inferences." IEEE Trans. on Automatic Control, vol. 38, no.1, pp. 146-152, 1993 https://doi.org/10.1109/9.186328