TY - CHAP AU - Besada Portas, Eva AU - Cruz García, Jesús Manuel de la AU - Plis, Sergey M. AU - Lane, Terran PY - 2009 SN - 978-3-642-04179-2 UR - https://hdl.handle.net/20.500.14352/45456 AB - Monitoring the variables of real world dynamic systems is a difficult task due to their inherent complexity and uncertainty. Particle Filters (PF) perform that task, yielding probability distribution over the unobserved variables. However, they suffer... LA - spa M2 - 131 PB - Springer-Verlag Berlin KW - Computer Science-Artificial Intelligence KW - Computer Science- Information Systems KW - Computer Science-Theory & Methods TI - Parallel subspace sampling for particle filtering in dynamic bayesian networks TY - book part VL - 5781 ER -