Vens C - Search Results

1

Predicting human olfactory perception from chemical features of odor molecules.

Keller A, Gerkin RC, Guan Y, Dhurandhar A, Turu G, Szalai B, Mainland JD, Ihara Y, Yu CW, Wolfinger R, Vens C, Schietgat L, De Grave K, Norel R; DREAM Olfaction Prediction Consortium; Stolovitzky G, Cecchi GA, Vosshall LB, Meyer P. Keller A, et al. Among authors: vens c. Science. 2017 Feb 24;355(6327):820-826. doi: 10.1126/science.aal2014. Epub 2017 Feb 20. Science. 2017. PMID: 28219971 Free PMC article.

2

Predicting gene function using hierarchical multi-label decision tree ensembles.

Schietgat L, Vens C, Struyf J, Blockeel H, Kocev D, Dzeroski S. Schietgat L, et al. Among authors: vens c. BMC Bioinformatics. 2010 Jan 2;11:2. doi: 10.1186/1471-2105-11-2. BMC Bioinformatics. 2010. PMID: 20044933 Free PMC article.

3

Learning HMMs for nucleotide sequences from amino acid alignments.

Fischer CN, Carareto CM, dos Santos RA, Cerri R, Costa E, Schietgat L, Vens C. Fischer CN, et al. Among authors: vens c. Bioinformatics. 2015 Jun 1;31(11):1836-8. doi: 10.1093/bioinformatics/btv054. Epub 2015 Jan 31. Bioinformatics. 2015. PMID: 25638811 Free article.

4

A machine learning based framework to identify and classify long terminal repeat retrotransposons.

Schietgat L, Vens C, Cerri R, Fischer CN, Costa E, Ramon J, Carareto CMA, Blockeel H. Schietgat L, et al. Among authors: vens c. PLoS Comput Biol. 2018 Apr 23;14(4):e1006097. doi: 10.1371/journal.pcbi.1006097. eCollection 2018 Apr. PLoS Comput Biol. 2018. PMID: 29684010 Free PMC article.

5

Mining features for biomedical data using clustering tree ensembles.

Pliakos K, Vens C. Pliakos K, et al. Among authors: vens c. J Biomed Inform. 2018 Sep;85:40-48. doi: 10.1016/j.jbi.2018.07.012. Epub 2018 Jul 29. J Biomed Inform. 2018. PMID: 30012356 Free article.

6

Predicting outcomes of acute kidney injury in critically ill patients using machine learning.

Nateghi Haredasht F, Viaene L, Pottel H, De Corte W, Vens C. Nateghi Haredasht F, et al. Among authors: vens c. Sci Rep. 2023 Jun 18;13(1):9864. doi: 10.1038/s41598-023-36782-1. Sci Rep. 2023. PMID: 37331979 Free PMC article.

7

Top-down clustering for protein subfamily identification.

Costa EP, Vens C, Blockeel H. Costa EP, et al. Among authors: vens c. Evol Bioinform Online. 2013 May 6;9:185-202. doi: 10.4137/EBO.S11609. Print 2013. Evol Bioinform Online. 2013. PMID: 23700359 Free PMC article.

8

Drug-target interaction prediction with tree-ensemble learning and output space reconstruction.

Pliakos K, Vens C. Pliakos K, et al. Among authors: vens c. BMC Bioinformatics. 2020 Feb 7;21(1):49. doi: 10.1186/s12859-020-3379-z. BMC Bioinformatics. 2020. PMID: 32033537 Free PMC article.

9

Survival analysis with semi-supervised predictive clustering trees.

Roy B, Stepišnik T; Pooled Resource Open-Access ALS Clinical Trials Consortium; Vens C, Džeroski S. Roy B, et al. Among authors: vens c. Comput Biol Med. 2022 Feb;141:105001. doi: 10.1016/j.compbiomed.2021.105001. Epub 2021 Nov 3. Comput Biol Med. 2022. PMID: 34782112

10

Identifying discriminative classification-based motifs in biological sequences.

Vens C, Rosso MN, Danchin EG. Vens C, et al. Bioinformatics. 2011 May 1;27(9):1231-8. doi: 10.1093/bioinformatics/btr110. Epub 2011 Mar 3. Bioinformatics. 2011. PMID: 21372086

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