Waegeman W - Search Results

1

Identification of Functionally Related Enzymes by Learning-to-Rank Methods.

Stock M, Fober T, Hüllermeier E, Glinca S, Klebe G, Pahikkala T, Airola A, De Baets B, Waegeman W. Stock M, et al. Among authors: waegeman w. IEEE/ACM Trans Comput Biol Bioinform. 2014 Nov-Dec;11(6):1157-69. doi: 10.1109/TCBB.2014.2338308. IEEE/ACM Trans Comput Biol Bioinform. 2014. PMID: 26357052

2

Learning layered ranking functions with structured support vector machines.

Waegeman W, De Baets B, Boullart L. Waegeman W, et al. Neural Netw. 2008 Dec;21(10):1511-23. doi: 10.1016/j.neunet.2008.07.008. Epub 2008 Aug 20. Neural Netw. 2008. PMID: 18804954

3

From learning taxonomies to phylogenetic learning: integration of 16S rRNA gene data into FAME-based bacterial classification.

Slabbinck B, Waegeman W, Dawyndt P, De Vos P, De Baets B. Slabbinck B, et al. Among authors: waegeman w. BMC Bioinformatics. 2010 Jan 30;11:69. doi: 10.1186/1471-2105-11-69. BMC Bioinformatics. 2010. PMID: 20113515 Free PMC article.

4

Bacterial species identification from MALDI-TOF mass spectra through data analysis and machine learning.

De Bruyne K, Slabbinck B, Waegeman W, Vauterin P, De Baets B, Vandamme P. De Bruyne K, et al. Among authors: waegeman w. Syst Appl Microbiol. 2011 Feb;34(1):20-9. doi: 10.1016/j.syapm.2010.11.003. Epub 2011 Feb 4. Syst Appl Microbiol. 2011. PMID: 21295428

5

Exploration and prediction of interactions between methanotrophs and heterotrophs.

Stock M, Hoefman S, Kerckhof FM, Boon N, De Vos P, De Baets B, Heylen K, Waegeman W. Stock M, et al. Among authors: waegeman w. Res Microbiol. 2013 Dec;164(10):1045-54. doi: 10.1016/j.resmic.2013.08.006. Epub 2013 Sep 4. Res Microbiol. 2013. PMID: 24012541 Free article.

6

RECIPE COMPLETION USING MACHINE LEARNING TECHNIQUES.

De Clercq M, Stock M, De Baets B, Waegeman W. De Clercq M, et al. Among authors: waegeman w. Commun Agric Appl Biol Sci. 2015;80(1):111-6. Commun Agric Appl Biol Sci. 2015. PMID: 26630764

7

miSTAR: miRNA target prediction through modeling quantitative and qualitative miRNA binding site information in a stacked model structure.

Van Peer G, De Paepe A, Stock M, Anckaert J, Volders PJ, Vandesompele J, De Baets B, Waegeman W. Van Peer G, et al. Among authors: waegeman w. Nucleic Acids Res. 2017 Apr 20;45(7):e51. doi: 10.1093/nar/gkw1260. Nucleic Acids Res. 2017. PMID: 27986855 Free PMC article.

8

Linear filtering reveals false negatives in species interaction data.

Stock M, Poisot T, Waegeman W, De Baets B. Stock M, et al. Among authors: waegeman w. Sci Rep. 2017 Apr 6;7:45908. doi: 10.1038/srep45908. Sci Rep. 2017. PMID: 28383526 Free PMC article.

9

A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression.

Stock M, Pahikkala T, Airola A, De Baets B, Waegeman W. Stock M, et al. Among authors: waegeman w. Neural Comput. 2018 Aug;30(8):2245-2283. doi: 10.1162/neco_a_01096. Epub 2018 Jun 12. Neural Comput. 2018. PMID: 29894652 Free article.

10

Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.

Stock M, Pahikkala T, Airola A, Waegeman W, De Baets B. Stock M, et al. Among authors: waegeman w. Brief Bioinform. 2020 Jan 17;21(1):262-271. doi: 10.1093/bib/bby095. Brief Bioinform. 2020. PMID: 30329015 Free article.

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