1355 search results - page 30 / 271 » Bayesian networks |
118
Voted
ECSQARU
2005
Springer
15 years 9 months ago
2005
Springer
In this paper we explore the use of several types of structural restrictions within algorithms for learning Bayesian networks. These restrictions may codify expert knowledge in a g...
117
Voted
SAFECOMP
2005
Springer
15 years 9 months ago
2005
Springer
Event trees are a popular technique for modelling accidents in system safety analyses. Bayesian networks are a probabilistic modelling technique representing influences between unc...
148
Voted
AMFG
2003
IEEE
15 years 9 months ago
2003
IEEE
This paper presents a Bayesian network based multimodal fusion method for robust and real-time face tracking. The Bayesian network integrates a prior of second order system dynami...
127
Voted
RECOMB
2000
Springer
15 years 7 months ago
2000
Springer
DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
142
Voted
NIPS
2008
15 years 5 months ago
2008
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...