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ECCB
2003
IEEE
15 years 8 months ago
Gene networks inference using dynamic Bayesian networks
This article deals with the identification of gene regulatory networks from experimental data using a statistical machine learning approach. A stochastic model of gene interactio...
Bruno-Edouard Perrin, Liva Ralaivola, Aurél...
BMCBI
2008
161views more  BMCBI 2008»
15 years 3 months ago
Inferring gene expression dynamics via functional regression analysis
Background: Temporal gene expression profiles characterize the time-dynamics of expression of specific genes and are increasingly collected in current gene expression experiments....
Hans-Georg Müller, Jeng-Min Chiou, Xiaoyan Le...
WWW
2004
ACM
16 years 3 months ago
Reactive rules inference from dynamic dependency models
Defining dependency models is sometimes an easier, more intuitive way for ontology representation than defining reactive rectly, as it provides a higher level of abstraction. We w...
Asaf Adi, Opher Etzion, Dagan Gilat, Royi Ronen, G...
ALT
2008
Springer
16 years 5 days ago
Dynamic Modeling in Inductive Inference
John Case, Timo Kötzing