Active Bibliography

Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks – Arnaud Doucet T, Nando De Freitas T, Kevin Murphy T, Stuart Russen T
564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
14 Sequential Bayesian Estimation And Model Selection For Dynamic Kernel Machines – Christophe Andrieu, Nando de Freitas, Arnaud Doucet - 2000
144 The Unscented Particle Filter – Rudolph van der Merwe, Arnaud Doucet, Nando de Freitas, Eric Wan - 2000
9 Particle Filters for Rover Fault Diagnosis – Vandi Verma, Geoff Gordon, Reid Simmons, Sebastian Thrun - 2004
222 An Introduction to MCMC for Machine Learning – Christophe Andrieu - 2003
14 Computational Methods for Complex Stochastic Systems: A Review of Some Alternatives to MCMC – Paul Fearnhead
608 Robust Monte Carlo Localization for Mobile Robots – Sebastian Thrun, Dieter Fox, Wolfram Burgard, Frank Dellaert - 2001
48 Hybrid Bayesian Networks for Reasoning about Complex Systems – Uri N. Lerner - 2002
10 Sequential Monte Carlo Methods For Optimisation Of Neural Network Models – Nando de Freitas, Mahesan Niranjan, Andrew Gee, Arnaud Doucet - 1998
42 Particle Filters for State Space Models With the Presence of Static Parameters – Geir Storvik - 2002
30 Particle filter theory and practice with positioning applications – Fredrik Gustafsson, Fredrik Gustafsson, Senior Member - 2010
Advance Monte Carlo Filters and their Applications in Nonlinear/Non-Gaussian Dynamic Systems. 1 – Rong Chen
121 Policy Recognition in the Abstract Hidden Markov Model – Hung H. Bui, Svetha Venkatesh, Geoff West - 2002
State Estimation of Probabilistic Hybrid Systems with Particle Filters – Stanislav Funiak - 2004
On particle filters applied to electricity load forecasting – Tristan Launay
September 2007. Direct Simulation Methods for Changepoints Problems 2 – Zhen Liu B. Sc, Zhen Liu B. Sc
6 Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering – Aswin C. Sankaranarayanan, Student Member, Ankur Srivastava
8 Monte Carlo Hidden Markov Models – Sebastian Thrun, John Langford - 1998