Optimized support vector machines for nonstationary signal classification
 Davy, M Gretton, A Doucet, A Rayner, P IEEE Signal Processing Letters volume 9 issue 12 442-445 (01 Dec 2002) doi:10.1109/LSP.2002.806070
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions - Discussion on the paper by Brooks, Giudici and Roberts
 Robert, C Meng, X Moller, J Rosenthal, J Jennison, C Hurn, M Al-Awadhi, F McCullagh, P Andrieu, C Doucet, A Dellaportas, P Papageorgiou, I Ehlers, R Erosheva, E Fienberg, S Forster, J Gill, R Friel, N Green, P Hastie, D King, R Künsch, H Lazar, N Osinski, C JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY volume 65 39-55 (2003) doi:10.1111/1467-9868.03712
Copulas: A new insight into positive time-frequency distributions
 Davy, M Doucet, A IEEE Signal Processing Letters volume 10 issue 7 215-218 (01 Jul 2003) doi:10.1109/LSP.2003.811636
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions
 Andrieu, C Davy, M Doucet, A IEEE Transactions on Signal Processing volume 51 issue 7 1762-1770 (01 Jul 2003) doi:10.1109/TSP.2003.810284
Parameter estimation in general state-space models using particle methods
 Doucet, A Tadić, V Annals of the Institute of Statistical Mathematics volume 55 issue 2 409-422 (27 Oct 2003) doi:10.1023/A:1026390323638
Maintaining multi-modality through mixture tracking
 Vermaak, J Doucet, A Pérez, P Proceedings of the IEEE International Conference on Computer Vision volume 2 1110-1116 (01 Jan 2003) doi:10.1109/iccv.2003.1238473
A new class of soft MIMO demodulation algorithms
 Dong, B Wang, X Doucet, A IEEE Transactions on Signal Processing volume 51 issue 11 2752-2763 (01 Nov 2003) doi:10.1109/TSP.2003.818155
Particle methods for change detection, system identification, and control
 Andrieu, C Doucet, A Singh, S Tadić, V Proceedings of the IEEE volume 92 issue 3 423-438 (01 Jan 2004) doi:10.1109/JPROC.2003.823142
Computational advances for and from Bayesian analysis
 Andrieu, C Doucet, A Robert, C Statistical Science volume 19 issue 1 118-127 (01 Jan 2004) doi:10.1214/088342304000000071
Monte carlo smoothing for nonlinear time series
 Godsill, S Doucet, A West, M Journal of the American Statistical Association volume 99 issue 465 156-168 (01 Mar 2004) doi:10.1198/016214504000000151
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