#### Filter Results:

- Full text PDF available (25)

#### Publication Year

1962

2016

- This year (0)
- Last 5 years (10)
- Last 10 years (15)

#### Publication Type

#### Co-author

#### Journals and Conferences

Learn More

- B.-N. Vo, S. Singh, Aurélien J Doucet
- IEEE Transactions on Aerospace and Electronic…
- 2005

Random finite sets (RFSs) are natural representations of multitarget states and observations that allow multisensor multitarget filtering to fit in the unifying random set framework for data fusion.… (More)

- Christophe Andrieu, Arnaud Doucety, Aurélien J Doucet
- 2000

Solving Bayesian estimation problems where the posterior distribution evolves over time through the accumulation of data has many applications for dynamic models. A large number of algorithms based… (More)

- Eric Feraille, Aurélien J Doucet
- Physiological reviews
- 2001

Tubular reabsorption of filtered sodium is quantitatively the main contribution of kidneys to salt and water homeostasis. The transcellular reabsorption of sodium proceeds by a two-step mechanism:… (More)

- Aurélien J Doucet, Amy E. Hulme, +8 authors Nicolas L Gilbert
- PLoS genetics
- 2010

The average human genome contains a small cohort of active L1 retrotransposons that encode two proteins (ORF1p and ORF2p) required for their mobility (i.e., retrotransposition). Prior studies… (More)

Nonlinear non-Gaussian state-space models arise in numerous applications in control and signal processing. Sequential Monte Carlo (SMC) methods, also known as Particle Filters, are numerical… (More)

- Aurélien J Doucet, Xiaodong Wang
- IEEE Signal Processing Magazine
- 2005

In this article, MCMC (Markov chain Monte Carlo methods) and SMC (sequential Monte Carlo methods) are introduced to sample and/or maximize high-dimensional probability distributions. These methods… (More)

The emergence in the past years of Bayesian analysis in many methodological and applied fields as the solution to the modeling of complex problems cannot be dissociated from major changes in its… (More)

- Jose Luis García-Pérez, Aurélien J Doucet, Alain Bucheton, John V Moran, Nicolas L Gilbert
- Genome research
- 2007

Long Interspersed Element-1 (LINE-1 or L1) sequences comprise approximately 17% of human DNA and ongoing L1 retrotransposition continues to impact genome evolution. The L1-encoded proteins also can… (More)

- Catherine Andrieu, Aurélien J Doucet, V.B. Tadic
- Proceedings of the 44th IEEE Conference on…
- 2005

The estimation of static parameters in general non-linear non-Gaussian state-space models is a long-standing problem. This is despite the advent of Sequential Monte Carlo (SMC, aka particle filters)… (More)

- Mark Briers, Aurélien J Doucet, S. S. Singh
- 2005 7th International Conference on Information…
- 2005

This paper discloses a novel algorithm for efficient inference in undirected graphical models using sequential Monte Carlo (SMC) based numerical approximation techniques. The methodology developed,… (More)