73 search results - page 3 / 15 » Thin Junction Trees |
112
Voted
SBACPAD
2006
IEEE
2006
IEEE
Scalable Parallel Implementation of Bayesian Network to Junction Tree Conversion for Exact Inference
15 years 7 months ago
We present a scalable parallel implementation for converting a Bayesian network to a junction tree, which can then be used for a complete parallel implementation for exact inferen...
98
Voted
ICTAI
2006
IEEE
15 years 7 months ago
2006
IEEE
Bayesian networks (BNs) have been widely used as a model for knowledge representation and probabilistic inferences. However, the single probability representation of conditional d...
123
Voted
AI
1998
Springer
15 years 6 months ago
1998
Springer
Abstract. Dynamic Bayesian networks (DBNs) extend Bayesian networks from static domains to dynamic domains. The only known generic method for exact inference in DBNs is based on dy...
ECAI
2008
Springer
15 years 3 months ago
2008
Springer
56
Voted
ATAL
2010
Springer
15 years 2 months ago
2010
Springer