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François Laviolette

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Jacques Corbeil

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Publications

2023
[c54]
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  - conf/biostec/OsseniTLC23
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  - https://dblp.org/rec/conf/biostec/OsseniTLC23
Mazid Abiodoun Osseni, Prudencio Tossou, François Laviolette, Jacques Corbeil:
MOT: A Multi-Omics Transformer for Multiclass Classification Tumour Types Predictions. BIOINFORMATICS 2023: 252-261
2021
[j30]
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  - journals/bmcbi/KpanouOTLC21
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Rogia Kpanou, Mazid Abiodoun Osseni, Prudencio Tossou, François Laviolette, Jacques Corbeil:
On the robustness of generalization of drug-drug interaction models. BMC Bioinform. 22(1): 477 (2021)
[j29]
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  - journals/midm/SiroisKDDBCTBDG21
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Caroline Sirois, Richard Khoury, Audrey Durand, Pierre-Luc Déziel, Olga Bukhtiyarova, Yohann Chiu, Denis Talbot, Alexandre Bureau, Philippe Després, Christian Gagné, François Laviolette, Anne-Marie Savard, Jacques Corbeil, Thierry Badard, Sonia Jean, Marc Simard:
Exploring polypharmacy with artificial intelligence: data analysis protocol. BMC Medical Informatics Decis. Mak. 21(1): 219 (2021)
[c53]
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Mazid Abiodoun Osseni, Prudencio Tossou, Jacques Corbeil, François Laviolette:
Applying PySCMGroup to Breast Cancer Biomarkers Discovery. BIOINFORMATICS 2021: 72-82
2016
[i19]
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  - journals/corr/DrouinRSMCL16
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Alexandre Drouin, Frédéric Raymond, Gaël Letarte St-Pierre, Mario Marchand, Jacques Corbeil, François Laviolette:
Large scale modeling of antimicrobial resistance with interpretable classifiers. CoRR abs/1612.01030 (2016)
2015
[j20]
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  - journals/ploscb/GiguereLMTMLBC15
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Sébastien Giguère, François Laviolette, Mario Marchand, Denise M. Tremblay, Sylvain Moineau, Xinxia Liang, Éric Biron, Jacques Corbeil:
Machine Learning Assisted Design of Highly Active Peptides for Drug Discovery. PLoS Comput. Biol. 11(4) (2015)
[i14]
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  - journals/corr/DrouinGDLMC15
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Alexandre Drouin, Sébastien Giguère, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil:
Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance. CoRR abs/1505.06249 (2015)
2014
[i9]
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  - journals/corr/DrouinGSDLMC14
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Alexandre Drouin, Sébastien Giguère, Vladana Sagatovich, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil:
Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine. CoRR abs/1412.1074 (2014)
2013
[j19]
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  - journals/bigdata/GodzaridisBXKBL13
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Élénie Godzaridis, Sébastien Boisvert, Fangfang Xia, Mikhail Kandel, Steve Behling, Bill Long, Carlos P. Sosa, François Laviolette, Jacques Corbeil:
Human Analysts at Superhuman Scales: What Has Friendly Software To Do? Big Data 1(4): 227-236 (2013)
[j18]
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  - journals/bmcbi/GiguereMLDC13
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Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil:
Learning a peptide-protein binding affinity predictor with kernel ridge regression. BMC Bioinform. 14: 82 (2013)
2012
[i6]
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  - journals/corr/abs-1207-7253
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Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil:
Learning a peptide-protein binding affinity predictor with kernel ridge regression. CoRR abs/1207.7253 (2012)
2010
[j13]
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  - journals/jcb/BoisvertLC10
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Sébastien Boisvert, François Laviolette, Jacques Corbeil:
Ray: Simultaneous Assembly of Reads from a Mix of High-Throughput Sequencing Technologies. J. Comput. Biol. 17(11): 1519-1533 (2010)

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