352 search results - page 18 / 71 » An Extension of the Differential Approach for Bayesian Netwo... |
ECAI
2008
Springer
13 years 10 months ago
2008
Springer
Abstract. Two approaches have been used to perform approximate inference in Bayesian networks for which exact inference is infeasible: employing an approximation algorithm, or appr...
ACIVS
2006
Springer
14 years 11 days ago
2006
Springer
The vision-based scene understanding technique that infers scene-interpreting contexts from real-world vision data has to not only deal with various uncertain environments but also...
APIN
2008
13 years 8 months ago
2008
While Bayesian network (BN) can achieve accurate predictions even with erroneous or incomplete evidence, explaining the inferences remains a challenge. Existing approaches fall sh...
SBACPAD
2007
IEEE
14 years 2 months ago
2007
IEEE
We present node level primitives for parallel exact inference on an arbitrary Bayesian network. We explore the probability representation on each node of Bayesian networks and eac...
CVPR
2006
IEEE
14 years 10 months ago
2006
IEEE
Multi-target tracking requires locating the targets and labeling their identities. The latter is a challenge when many targets, with indistinct appearances, frequently occlude one...