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ECCB
2003
IEEE
15 years 2 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»
14 years 9 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
15 years 10 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
15 years 6 months ago
Dynamic Modeling in Inductive Inference
John Case, Timo Kötzing