Publication Name
International Workshop on Statistical Modelling (IWSM)
Publisher
Copiformes S.L.
ISBN
978-84-694-5129-8
Abstract
We propose a Bayesian regression and multiple changepoint model
for reverse engineering gene regulatory networks from high-throughput gene expression
profiles. We report results from a recently held international gene network
reconstruction competition, in which our method was objectively assessed
in a blind study. While we did not win the competition, the scores indicate that
the proposed method favourably compares with the majority of competing approaches
and clearly belongs to the group of highest-ranked performers.
Year
2011
Category
Book Chapter