258 search results - page 15 / 52 » Semantics of Biological Regulatory Networks |
RECOMB
2004
Springer
14 years 7 months ago
2004
Springer
Abstract. In this study we propose a novel model for the representation of biological networks and provide algorithms for learning model parameters from experimental data. Our appr...
CEC
2003
IEEE
13 years 11 months ago
2003
IEEE
Abstract- Complex systems techniques provide a powerful tool to study the emergent properties of networks of interacting genes. In this study we extract models of genetic regulator...
RECOMB
2004
Springer
14 years 7 months ago
2004
Springer
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga...
BMCBI
2005
2005
A microarray data-based semi-kinetic method for predicting quantitative dynamics of genetic networks
13 years 7 months ago
Background: Elucidating the dynamic behaviour of genetic regulatory networks is one of the most significant challenges in systems biology. However, conventional quantitative predi...
CDC
2009
IEEE
14 years 8 days ago
2009
IEEE
— Bayesian networks have extensively been used in numerous fields including artificial intelligence, decision theory and control. Its ability to utilize noisy and missing data ...