Wehenkel L - Search Results

1

Batch Mode Reinforcement Learning based on the Synthesis of Artificial Trajectories.

Fonteneau R, Murphy SA, Wehenkel L, Ernst D. Fonteneau R, et al. Among authors: wehenkel l. Ann Oper Res. 2013 Sep 1;208(1):383-416. doi: 10.1007/s10479-012-1248-5. Ann Oper Res. 2013. PMID: 24049244 Free PMC article.

2

Reinforcement learning versus model predictive control: a comparison on a power system problem.

Ernst D, Glavic M, Capitanescu F, Wehenkel L. Ernst D, et al. Among authors: wehenkel l. IEEE Trans Syst Man Cybern B Cybern. 2009 Apr;39(2):517-29. doi: 10.1109/TSMCB.2008.2007630. Epub 2008 Dec 16. IEEE Trans Syst Man Cybern B Cybern. 2009. PMID: 19095542 Free article.

3

Supervised learning with decision tree-based methods in computational and systems biology.

Geurts P, Irrthum A, Wehenkel L. Geurts P, et al. Among authors: wehenkel l. Mol Biosyst. 2009 Dec;5(12):1593-605. doi: 10.1039/b907946g. Epub 2009 Oct 5. Mol Biosyst. 2009. PMID: 20023720 Review.

4

Statistical interpretation of machine learning-based feature importance scores for biomarker discovery.

Huynh-Thu VA, Saeys Y, Wehenkel L, Geurts P. Huynh-Thu VA, et al. Among authors: wehenkel l. Bioinformatics. 2012 Jul 1;28(13):1766-74. doi: 10.1093/bioinformatics/bts238. Epub 2012 Apr 25. Bioinformatics. 2012. PMID: 22539669 Free article.

5

Discovery and biochemical characterisation of four novel biomarkers for osteoarthritis.

de Seny D, Sharif M, Fillet M, Cobraiville G, Meuwis MA, Marée R, Hauzeur JP, Wehenkel L, Louis E, Merville MP, Kirwan J, Ribbens C, Malaise M. de Seny D, et al. Among authors: wehenkel l. Ann Rheum Dis. 2011 Jun;70(6):1144-52. doi: 10.1136/ard.2010.135541. Epub 2011 Feb 28. Ann Rheum Dis. 2011. PMID: 21362709 Free article.

6

Phenotype classification of zebrafish embryos by supervised learning.

Jeanray N, Marée R, Pruvot B, Stern O, Geurts P, Wehenkel L, Muller M. Jeanray N, et al. Among authors: wehenkel l. PLoS One. 2015 Jan 9;10(1):e0116989. doi: 10.1371/journal.pone.0116989. eCollection 2015. PLoS One. 2015. PMID: 25574849 Free PMC article.

7

An efficient algorithm to perform multiple testing in epistasis screening.

Van Lishout F, Mahachie John JM, Gusareva ES, Urrea V, Cleynen I, Théâtre E, Charloteaux B, Calle ML, Wehenkel L, Van Steen K. Van Lishout F, et al. Among authors: wehenkel l. BMC Bioinformatics. 2013 Apr 24;14:138. doi: 10.1186/1471-2105-14-138. BMC Bioinformatics. 2013. PMID: 23617239 Free PMC article.

8

Exploiting SNP correlations within random forest for genome-wide association studies.

Botta V, Louppe G, Geurts P, Wehenkel L. Botta V, et al. Among authors: wehenkel l. PLoS One. 2014 Apr 2;9(4):e93379. doi: 10.1371/journal.pone.0093379. eCollection 2014. PLoS One. 2014. PMID: 24695491 Free PMC article.

9

Inferring regulatory networks from expression data using tree-based methods.

Huynh-Thu VA, Irrthum A, Wehenkel L, Geurts P. Huynh-Thu VA, et al. Among authors: wehenkel l. PLoS One. 2010 Sep 28;5(9):e12776. doi: 10.1371/journal.pone.0012776. PLoS One. 2010. PMID: 20927193 Free PMC article.

10

Proteomic mass spectra classification using decision tree based ensemble methods.

Geurts P, Fillet M, de Seny D, Meuwis MA, Malaise M, Merville MP, Wehenkel L. Geurts P, et al. Among authors: wehenkel l. Bioinformatics. 2005 Jul 15;21(14):3138-45. doi: 10.1093/bioinformatics/bti494. Epub 2005 May 12. Bioinformatics. 2005. PMID: 15890743 Free article.

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