# Johan Björkegren

According to our database

Collaborative distances:

^{1}, Johan Björkegren authored at least 14 papers between 2005 and 2014.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2014

kruX: matrix-based non-parametric eQTL discovery.

BMC Bioinformatics, 2014

2012

Identifying the Relevant Nodes Without Learning the Model.

CoRR, 2012

2009

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

2007

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

2006

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

2005

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