According to our database1, Johan Björkegren authored at least 13 papers between 2005 and 2014.
Legend:Book In proceedings Article PhD thesis Other
kruX: matrix-based non-parametric eQTL discovery.
BMC Bioinformatics, 2014
An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity.
Journal of Machine Learning Research, 2009
On reliable discovery of molecular signatures.
BMC Bioinformatics, 2009
Consistent Feature Selection for Pattern Recognition in Polynomial Time.
Journal of Machine Learning Research, 2007
Towards scalable and data efficient learning of Markov boundaries.
Int. J. Approx. Reasoning, 2007
Detecting multivariate differentially expressed genes.
BMC Bioinformatics, 2007
Detection of compound mode of action by computational integration of whole-genome measurements and genetic perturbations.
BMC Bioinformatics, 2006
Identifying the Relevant Nodes Without Learning the Model.
Proceedings of the UAI '06, 2006
Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity.
Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006
Evaluating Feature Selection for SVMs in High Dimensions.
Proceedings of the Machine Learning: ECML 2006, 2006
Learning dynamic Bayesian network models via cross-validation.
Pattern Recognition Letters, 2005
Scalable, Efficient and Correct Learning of Markov Boundaries Under the Faithfulness Assumption.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
Growing Bayesian network models of gene networks from seed genes.
Proceedings of the ECCB/JBI'05 Proceedings, Fourth European Conference on Computational Biology/Sixth Meeting of the Spanish Bioinformatics Network (Jornadas de BioInformática), Palacio de Congresos, Madrid, Spain, September 28, 2005