Jacques Corbeil

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 16

Top Topics

Multiclass Classification

Environmental Monitoring

Biomarker Discovery

Top Venues

Publications

Rogia Kpanou, Patrick Dallaire, Elsa Rousseau, Jacques Corbeil
Learning self-supervised molecular representations for drug-drug interaction prediction. BMC Bioinform. 25 (1) (2024)
Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data. UAI (2023)
Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin
Invariant Causal Set Covering Machines. CoRR (2023)
Mazid Abiodoun Osseni, Prudencio Tossou, François Laviolette, Jacques Corbeil
MOT: A Multi-Omics Transformer for Multiclass Classification Tumour Types Predictions. BIOINFORMATICS (2023)
Thibaud Godon, Pier-Luc Plante, Baptiste Bauvin, Elina Francovic-Fontaine, Alexandre Drouin, Jacques Corbeil
RandomSCM: interpretable ensembles of sparse classifiers tailored for omics data. CoRR (2022)
Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi
Integrating and reporting full multi-view supervised learning experiments using SuMMIT. LIDTA (2022)
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) (2021)
SeyedSina Hosseini, Partha Sarati Das, Gabriel Gagnon-Turcotte, P. BL-George, Younès Messaddeq, Jacques Corbeil, Benoit Gosselin
Optimization & Characterization of Interdigitated Electrodes for Microbial Growth Monitoring. EMBC (2021)
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) (2021)
Mazid Abiodoun Osseni, Prudencio Tossou, Jacques Corbeil, François Laviolette
Applying PySCMGroup to Breast Cancer Biomarkers Discovery. BIOINFORMATICS (2021)
Partha Sarati Das, Gabriel Gagnon-Turcotte, Karim Ouazaa, K. Bouzid, SeyedSina Hosseini, Eric Bharucha, Denise M. Tremblay, Sylvain Moineau, Younès Messaddeq, Jacques Corbeil, Benoit Gosselin
The EcoChip 2: An Autonomous Sensor Platform for Multimodal Bio-environmental Monitoring of the Northern Habitat. EMBC (2020)
Matthieu Sylvain, Francis Lehoux, Steeve Morency, Felix Faucher, Eric Bharucha, Denise M. Tremblay, Frédéric Raymond, Denis Sarrazin, Sylvain Moineau, Michel Allard, Jacques Corbeil, Younès Messaddeq, Benoit Gosselin
The EcoChip: A Wireless Multi-Sensor Platform for Comprehensive Environmental Monitoring. IEEE Trans. Biomed. Circuits Syst. 12 (6) (2018)
Matthieu Sylvain, Francis Lehoux, Steeve Morency, Felix Faucher, Eric Bharucha, Denise M. Tremblay, Denis Sarrazin, Sylvain Moineau, Michel Allard, Jacques Corbeil, Younès Messaddeq, Benoit Gosselin
The EcoChip: A Wireless Multi-Sensor Platform for Comprehensive Environmental Monitoring. ISCAS (2018)
Maxime Déraspe, Gail Binkley, Daniela Butano, Matthew Chadwick, J. Michael Cherry, Justin Clark-Casey, Sergio Contrino, Jacques Corbeil, Joshua Heimbach, Kalpana Karra, Rachel Lyne, Julie M. Sullivan, Yo Yehudi, Gos Micklem, Michel Dumontier
Making Linked Data SPARQL with the InterMine Biological Data Warehouse. SWAT4LS (2016)
Maxime Déraspe, Kalpana Karra, Gail Binkley, Julie M. Sullivan, Gos Micklem, Jacques Corbeil, J. Michael Cherry, Michel Dumontier
Semantic Research Platform for Model Organisms. BMDID@ISWC (2016)
Alexandre Drouin, Frédéric Raymond, Gaël Letarte St-Pierre, Mario Marchand, Jacques Corbeil, François Laviolette
Large scale modeling of antimicrobial resistance with interpretable classifiers. CoRR (2016)
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)
Alexandre Drouin, Sébastien Giguère, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil
Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance. CoRR (2015)
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 (2014)
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) (2013)
Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil
Learning a peptide-protein binding affinity predictor with kernel ridge regression. BMC Bioinform. 14 (2013)
Marc-Alexandre Nolin, Michel Dumontier, François Belleau, Jacques Corbeil
Building an HIV data mashup using Bio2RDF. Briefings Bioinform. 13 (1) (2012)
Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil
Learning a peptide-protein binding affinity predictor with kernel ridge regression CoRR (2012)
Mohak Shah, Mario Marchand, Jacques Corbeil
Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data. IEEE Trans. Pattern Anal. Mach. Intell. 34 (1) (2012)
Mohak Shah, Jacques Corbeil
A General Framework for Analyzing Data from Two Short Time-Series Microarray Experiments. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (1) (2011)
Mohak Shah, Mario Marchand, Jacques Corbeil
Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data CoRR (2010)
Sébastien Boisvert, François Laviolette, Jacques Corbeil
Ray: Simultaneous Assembly of Reads from a Mix of High-Throughput Sequencing Technologies. J. Comput. Biol. 17 (11) (2010)
J. Lynn Fink, Scott Drewes, Hiren Patel, John B. Welsh, Daniel R. Masys, Jacques Corbeil, Michael Gribskov
2HAPI: A Microarray Data Analysis System. Bioinform. 19 (11) (2003)
Roman Sásik, E. Calvo, Jacques Corbeil
Statistical analysis of high-density oligonucleotide arrays: a multiplicative noise model. Bioinform. 18 (12) (2002)
Daniel R. Masys, John B. Welsh, J. Lynn Fink, Michael Gribskov, Igor Klacansky, Jacques Corbeil
Use of keyword hierarchies to interpret gene expression patterns. Bioinform. 17 (4) (2001)