TY - CHAP AU - Besada Portas, Eva AU - Cruz García, Jesús Manuel de la AU - Plis, Sergey M. AU - Lane, Terran PY - 2010 SN - 978-3-642-15879-7 UR - https://hdl.handle.net/20.500.14352/45447 AB - Monitoring the variables of real world dynamical 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... LA - eng M2 - 119 PB - Springer-Verlag Berlin KW - Computer scienceI KW - Artificial intelligence TI - Adaptive parallel/serial sampling mechanisms for particle filtering in dynamic bayesian networks TY - book part VL - 6321 ER -