MCMC inference of the shape and variability of time-response signals

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 3956-3959

  Katz Rogozhnikov, Dmitriy A ^a   Varshney, Kush R ^a   Mojsilović, Aleksandra ^a   Singh, Moninder ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Markov chain Monte Carlo; multiple alignment; outsourcing; time response signal

Indexed keywords

GIBBS SAMPLING; MARKOV CHAIN MONTE CARLO; MISSING DATA; MULTIPLE ALIGNMENT; NOISY SIGNALS; REAL WORLD DATA; SIGNAL MODELS; TIME RESPONSE; VARIABLE TIME SCALE;

MARKOV PROCESSES; MONTE CARLO METHODS; SIGNAL PROCESSING;

SPEECH COMMUNICATION;

EID: 80051629583     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947218     Document Type: Conference Paper

References (8)

1. R. Quian Quiroga and H. Garcia, "Single-trial event-related potentials with wavelet denoising," Clin. Neurophysiol., vol. 114, no. 2, pp. 376-390, Feb. 2003.
2. "Business impact of outsourcing: A fact-based analysis," IBM Corp., Armonk, NY, Jan. 2010.
3. K. Wang and T. Gasser, "Alignment of curves by dynamic time warping," Ann. Stat., vol. 25, no. 3, pp. 1251-1276, Jun. 1997.
4. J. Listgarten, R. M. Neal, S. T. Roweis, and A. Emili, "Multiple alignment of continuous time series," Adv. Neural Inf. Process. Syst. 17, pp. 817-824, 2005.
5. J. Listgarten, R. M. Neal, S. T. Roweis, R. Puckrin, and S. Cutler, "Bayesian detection of infrequent differences in sets of time series with shared structure," Adv. Neural Inf. Process. Syst. 19, pp. 905-912, 2007.
6. D. J. C. MacKay, Information Theory, Inference, and Learning Algorithms. Cambridge, UK: Cambridge University Press, 2003.
7. L. Tierney, "Markov chains for exploring posterior distributions," Ann. Stat., vol. 22, no. 4, pp. 1701-1728, Dec. 1994.
8. J. S. Liu, "Metropolized independent sampling with comparisons to rejection sampling and importance sampling," Stat. Comput., vol. 6, no. 2, pp. 113-119, Jun. 1996.