most citedValidating module network learning algorithms using simulated data

33 citations · 56 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2023★ 23 cited

The out-of-sample : estimation and inference

Stijn Hawinkel, Willem Waegeman, Steven Maere

Out-of-sample prediction is the acid test of predictive models, yet an independent test dataset is often not available for assessment of the prediction error. For this reason, out-…

q-bio.QM2007★ 33 cited

Validating module network learning algorithms using simulated data

Tom Michoel, Steven Maere, Eric Bonnet +8

In recent years, several authors have used probabilistic graphical models to learn expression modules and their regulatory programs from gene expression data. Here, we demonstrate…