2248 search results - page 25 / 450 » Using Bayesian networks to analyze expression data |
75
Voted
UAI
2004
14 years 11 months ago
2004
We characterize probabilities in Bayesian networks in terms of algebraic expressions called quasi-probabilities. These are arrived at by casting Bayesian networks as noisy AND-OR-...
90
Voted
CSB
2005
IEEE
15 years 3 months ago
2005
IEEE
There is a diversity of functional genomics data, such as gene expression data from microarray experiments, phenotypic data from gene deletion experiments, protein-protein interac...
BMCBI
2010
14 years 9 months ago
2010
Background: The recent emergence of the H5N1 influenza virus from avian reservoirs has raised concern about future influenza strains of high virulence emerging that could easily i...
ICASSP
2010
IEEE
14 years 9 months ago
2010
IEEE
In order to structure a gene network, a score-based approach is often used. A score-based approach, however, is problematic because by assuming a probability distribution, one is ...
IEAAIE
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...