682 search results - page 6 / 137 » Gene networks inference using dynamic Bayesian networks |
GECCO
2005
Springer
15 years 3 months ago
2005
Springer
In this work we present an improved evolutionary method for inferring S-system model of genetic networks from the time series data of gene expression. We employed Differential Ev...
88
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CSB
2004
IEEE
15 years 1 months ago
2004
IEEE
It is still an open problem to identify functional relations with o(N
86
Voted
JMLR
2008
14 years 9 months ago
2008
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...
CVPR
1999
IEEE
15 years 11 months ago
1999
IEEE
We present a novel mixed-state dynamic Bayesian network (DBN) framework for modeling and classifying timeseries data such as object trajectories. A hidden Markov model (HMM) of di...
100
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BIOCOMP
2008
14 years 11 months ago
2008
Background: Inferring a gene regulatory network (GRN) from high throughput biological data is often an under-determined problem and is a challenging task due to the following reas...