Dondelinger, F., Aderhold, A., Lebre, S., Grzegorczyk, M. and Husmeier, D.
In "International Workshop on Statistical Modelling (IWSM)", 189-194. Copiformes S.L..
Systems biology; gene regulatory network inference; Bayesian multiple changepoint model; RJMCMC; DREAM
||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.
IWSM conference website