202 search results - page 19 / 41 » A Differential Approach to Inference in Bayesian Networks |
BMCBI
2008
13 years 8 months ago
2008
Background: Probability based statistical learning methods such as mutual information and Bayesian networks have emerged as a major category of tools for reverse engineering mecha...
PKDD
2009
Springer
14 years 3 months ago
2009
Springer
This article contributes a generic model of topic models. To define the problem space, general characteristics for this class of models are derived, which give rise to a represent...
IJAR
2008
13 years 8 months ago
2008
Credal networks are models that extend Bayesian nets to deal with imprecision in probability, and can actually be regarded as sets of Bayesian nets. Credal nets appear to be power...
ICCV
2005
IEEE
14 years 2 months ago
2005
IEEE
We present an approach for inferring the topology of a camera network by measuring statistical dependence between observations in different cameras. Two cameras are considered con...
BMCBI
2008
13 years 8 months ago
2008
Background: With the abundant information produced by microarray technology, various approaches have been proposed to infer transcriptional regulatory networks. However, few appro...