2868 search results - page 226 / 574 » Inference in Bayesian Networks |
188
click to vote
IDA
2003
Springer
15 years 11 months ago
2003
Springer
Abstract. Many examples exist of multivariate time series where dependencies between variables change over time. If these changing dependencies are not taken into account, any mode...
203
click to vote
PKDD
2009
Springer
15 years 11 months ago
2009
Springer
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 prob...
219
click to vote
AAAI
2008
15 years 8 months ago
2008
Many existing explanation methods in Bayesian networks, such as Maximum a Posteriori (MAP) assignment and Most Probable Explanation (MPE), generate complete assignments for target...
169
click to vote
AAAI
2008
15 years 8 months ago
2008
Particle filtering algorithms can be used for the monitoring of dynamic systems with continuous state variables and without any constraints on the form of the probability distribu...
157
click to vote
LREC
2010
15 years 8 months ago
2010
Identification of transliterations is aimed at enriching multilingual lexicons and improving performance in various Natural Language Processing (NLP) applications including Cross ...