Jacques Corbeil

According to our database, Jacques Corbeil authored at least 28 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Learning self-supervised molecular representations for drug-drug interaction prediction.

Rogia Kpanou, Patrick Dallaire, Elsa Rousseau, Jacques Corbeil

BMC Bioinform., December, 2024

2023

Invariant Causal Set Covering Machines.

Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin

CoRR, 2023

Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data.

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil

Proceedings of the Uncertainty in Artificial Intelligence, 2023

MOT: A Multi-Omics Transformer for Multiclass Classification Tumour Types Predictions.

Mazid Abiodoun Osseni, Prudencio Tossou, François Laviolette, Jacques Corbeil

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

RandomSCM: interpretable ensembles of sparse classifiers tailored for omics data.

Thibaud Godon, Pier-Luc Plante, Baptiste Bauvin, Elina Francovic-Fontaine, Alexandre Drouin, Jacques Corbeil

CoRR, 2022

Integrating and reporting full multi-view supervised learning experiments using SuMMIT.

Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi

Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2021

Exploring polypharmacy with artificial intelligence: data analysis protocol.

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

BMC Medical Informatics Decis. Mak., 2021

On the robustness of generalization of drug-drug interaction models.

Rogia Kpanou, Mazid Abiodoun Osseni, Prudencio Tossou, François Laviolette, Jacques Corbeil

BMC Bioinform., 2021

Optimization & Characterization of Interdigitated Electrodes for Microbial Growth Monitoring.

SeyedSina Hosseini, Partha Sarati Das, Gabriel Gagnon-Turcotte, P. BL-George, Younès Messaddeq, Jacques Corbeil, Benoit Gosselin

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Applying PySCMGroup to Breast Cancer Biomarkers Discovery.

Mazid Abiodoun Osseni, Prudencio Tossou, Jacques Corbeil, François Laviolette

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

The EcoChip 2: An Autonomous Sensor Platform for Multimodal Bio-environmental Monitoring of the Northern Habitat.

Partha Sarati Das, Gabriel Gagnon-Turcotte, Karim Ouazaa, Karim Bouzid, SeyedSina Hosseini, Eric Bharucha, Denise M. Tremblay, Sylvain Moineau, Younès Messaddeq, Jacques Corbeil, Benoit Gosselin

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018

The EcoChip: A Wireless Multi-Sensor Platform for Comprehensive Environmental Monitoring.

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

IEEE Trans. Biomed. Circuits Syst., 2018

The EcoChip: A Wireless Multi-Sensor Platform for Comprehensive Environmental Monitoring.

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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2016

Large scale modeling of antimicrobial resistance with interpretable classifiers.

Alexandre Drouin, Frédéric Raymond, Gaël Letarte St-Pierre, Mario Marchand, Jacques Corbeil, François Laviolette

CoRR, 2016

Making Linked Data SPARQL with the InterMine Biological Data Warehouse.

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

Proceedings of the 9th International Conference Semantic Web Applications and Tools for Life Sciences, 2016

Semantic Research Platform for Model Organisms.

Maxime Déraspe, Kalpana Karra, Gail Binkley, Julie M. Sullivan, Gos Micklem, Jacques Corbeil, J. Michael Cherry, Michel Dumontier

Proceedings of the First International Workshop on Biomedical Data Integration and Discovery (BMDID 2016) co-located with The 15th International Semantic Web Conference (ISWC 2016), 2016

2015

Machine Learning Assisted Design of Highly Active Peptides for Drug Discovery.

Sébastien Giguère, François Laviolette, Mario Marchand, Denise M. Tremblay, Sylvain Moineau, Xinxia Liang, Éric Biron, Jacques Corbeil

PLoS Comput. Biol., 2015

Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance.

Alexandre Drouin, Sébastien Giguère, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil

CoRR, 2015

2014

Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine.

Alexandre Drouin, Sébastien Giguère, Vladana Sagatovich, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil

CoRR, 2014

2013

Learning a peptide-protein binding affinity predictor with kernel ridge regression.

Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil

BMC Bioinform., 2013

Human Analysts at Superhuman Scales: What Has Friendly Software To Do?

Élénie Godzaridis, Sébastien Boisvert, Fangfang Xia, Mikhail Kandel, Steve Behling, Bill Long, Carlos P. Sosa, François Laviolette, Jacques Corbeil

Big Data, 2013

2012

Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data.

Mohak Shah, Mario Marchand, Jacques Corbeil

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Building an HIV data mashup using Bio2RDF.

Marc-Alexandre Nolin, Michel Dumontier, François Belleau, Jacques Corbeil

Briefings Bioinform., 2012

2011

A General Framework for Analyzing Data from Two Short Time-Series Microarray Experiments.

Mohak Shah, Jacques Corbeil

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

2010

Ray: Simultaneous Assembly of Reads from a Mix of High-Throughput Sequencing Technologies.

Sébastien Boisvert, François Laviolette, Jacques Corbeil

J. Comput. Biol., 2010

2003

2HAPI: A Microarray Data Analysis System.

J. Lynn Fink, Scott Drewes, Hiren Patel, John B. Welsh, Daniel R. Masys, Jacques Corbeil, Michael Gribskov

Bioinform., 2003

2002

Statistical analysis of high-density oligonucleotide arrays: a multiplicative noise model.

Roman Sásik, E. Calvo, Jacques Corbeil

Bioinform., 2002

2001

Use of keyword hierarchies to interpret gene expression patterns.

Daniel R. Masys, John B. Welsh, J. Lynn Fink, Michael Gribskov, Igor Klacansky, Jacques Corbeil

Bioinform., 2001