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Aurélie Labbe

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ProfessorDépartement de sciences de la décisionHEC Montréal

Aurélie Labbe

Professor

Département de sciences de la décision

HEC Montréal

Montreal, Quebec, Canada

Supervision signals

Professors usually supervise graduate students in their department's programs.
17 publications in the last five years, latest in 2026.
Senior (last) author on 2 recent papers, a sign of leading a research group.
Principal investigator on 5 research grants (4 NSERC, 1 FRQSC), most recently in 2024.

These signals come from public records, including federal and provincial funding decisions. Ask the professor or the graduate program whether they are taking new students.

Academic metrics

Publications

1,215

Citations

Collaborators

Grants

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

Profiles and links

University Profile

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Signals and details

Research

Read how they describe their research on their HEC Montréal profile.

Apprentissage statistique Forets aléatoires Modèles Bayesiens Modélisation spatiale Modélisation de structures de dépendance complexes Biostatistique Applications: santé, transport, sécurité routière

Latest papers

Modeling Vehicle Fuel Consumption and CO2 Emissions: Assessing Alternative Methods, Lag Effects, and Internal–External Factors
Sustainability · 2026
Incomplete Matrix Regression
arXiv (Cornell University) · 2026
Scalable spatiotemporal modeling for bicycle count prediction
Transportation Research Part B: Methodological · 2026

All 54 publications

Latest funding

Latent factor decomposition for complex data structures
NSERC · 2024 · Principal investigator
$44,000
Appels à projets FRQSC-NSFC
FRQSC · 2020 · Principal investigator
$152,400
Lane-change detection
NSERC · 2018 · Principal investigator
$12,500

All 5 grants and awards

54 publications.

Modeling Vehicle Fuel Consumption and CO2 Emissions: Assessing Alternative Methods, Lag Effects, and Internal–External Factors

Cansu Alakuş, Aurélie Labbe, Alejandro Perez Villasenor, Lijun Sun, Luis Miranda-Moreno

Sustainability20261 citationsOpen Access

DOI: 10.3390/su18094218

Incomplete Matrix Regression

Khaled Fouda, Aurélie Labbe, Karim Oualkacha

arXiv (Cornell University)2026Open Access

Scalable spatiotemporal modeling for bicycle count prediction

Yadav R, Schmidt AM, Labbe A, Jeganathan P, Miranda-Moreno LF

Transportation Research Part B: Methodological2026Open Access

DOI: 10.1016/j.trb.2026.103546

The interplay between genomic copy number variants, sleep, and cognition in the general population.

Poulain C, Tesfaye R, Douard E, Martineau JL, Saci Z, Labbe A, Glahn DC, Almasy L, Elsabbagh M, Huguet G, Jacquemont S

Translational psychiatry20251 citationsOpen Access

DOI: 10.1038/s41398-025-03579-x PMID: 41053002

The interplay between genomic copy number variants, sleep, and cognition in the general population.

Poulain C, Tesfaye R, Douard E, Jean-Louis M, Saci Z, Labbe A, Glahn DC, Almasy L, Elsabbagh M, Huguet G, Jacquemont S

Research square2025Open Access

DOI: 10.21203/rs.3.rs-5200475/v1 PMID: 40166003

Effects of short-chain fatty acid-butyrate supplementation on expression of circadian-clock genes, sleep quality, and inflammation in patients with active ulcerative colitis: a double-blind randomized controlled trial

Donya Firoozi, Seyed Jalil Masoumi, Seyed Mohammad-Kazem Hosseini Asl, Aurélie Labbe, Iman Razeghian‐Jahromi, Mohammad Fararouei, Kamran Bagheri Lankarani, Mahintaj Dara

Lipids in Health and Disease202483 citationsOpen Access

DOI: 10.1186/s12944-024-02203-z PMID: 39003477

Maternal smoking during pregnancy and cortical structure in children with attention-deficit/hyperactivity disorder.

Fotopoulos NH, Chaumette B, Devenyi GA, Karama S, Chakravarty M, Labbe A, Grizenko N, Schmitz N, Fageera W, Joober R

Psychiatry research20249 citations

DOI: 10.1016/j.psychres.2024.115791 PMID: 38367455

Understanding Incident Effects on Subway Operations: Clustering Analysis of Severity Patterns

Mostafa Abolfazli, Martin Trépanier, Aurélie Labbe

Transportation Research Record Journal of the Transportation Research Board20243 citationsSenior authorOpen Access

DOI: 10.1177/03611981241258750

Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression

Mengying Lei, Aurélie Labbe, Lijun Sun

Bayesian Analysis20243 citationsOpen Access

DOI: 10.1214/24-ba1428

Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes

Guillaume Huguet, Thomas Renne, Cécile Poulain, Alma Dubuc, Kuldeep Kumar, Sayeh Kazem, Worrawat Engchuan, Omar Shanta, Elise A. Douard, Catherine Proulx, Martineau Jean‐Louis, Zohra Saci, Josephine Mollon, Laura M. Schultz, Emma EM Knowles, Simon R. Cox, David John Porteous, Gail Davies, Paul H. Redmond, Sarah E. Harris, Günter Schumann, Guillaume Dumas, Aurélie Labbe, Zdenka Pausová, Tomáš Paus, Stephen W. Scherer, Jonathan L. Sebat, Laura A. Almasy, David C. Glahn, Sébastien Jacquemont

bioRxiv (Cold Spring Harbor Laboratory)20243 citationsOpen Access

DOI: 10.1101/2024.04.16.589618

Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.

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Aurélie Labbe

Research

Latest papers

Latest funding

Modeling Vehicle Fuel Consumption and CO2 Emissions: Assessing Alternative Methods, Lag Effects, and Internal–External Factors

Incomplete Matrix Regression

Scalable spatiotemporal modeling for bicycle count prediction

The interplay between genomic copy number variants, sleep, and cognition in the general population.

The interplay between genomic copy number variants, sleep, and cognition in the general population.

Effects of short-chain fatty acid-butyrate supplementation on expression of circadian-clock genes, sleep quality, and inflammation in patients with active ulcerative colitis: a double-blind randomized controlled trial

Maternal smoking during pregnancy and cortical structure in children with attention-deficit/hyperactivity disorder.

Understanding Incident Effects on Subway Operations: Clustering Analysis of Severity Patterns

Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression

Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes

Latent factor decomposition for complex data structures

Appels à projets FRQSC-NSFC

Lane-change detection

Comparison, validation and calibration of map-matching algorithms for GPS data

Component-based methods for data reduction and integration: application to genomics and neuroimaging studies.

Frequent collaborators

Sebastien Jacquemont

Cindy Greenwood

Celia Greenwood

Tomas Paus

Zdenka Pausova

Luis Miranda-Moreno

Sherif Karama

Serge Gauthier

Nicolas Saunier

Pedro Rosa-Neto

Ridha Joober

Natalie Grizenko

Sarojini Sengupta

Laurent Mottron

Arnaud Droit

Mayada Elsabbagh

Alan Evans

Johanne Martel-Pelletier

Mallar Chakravarty

Sarah Lippé

Lijun Sun

Louis Collins

Kevin McGregor

Jean-Pierre Pelletier

Boris Chaumette

Denis Larocque

Laurent Charlin

Martin Trépanier

Claudine Jacques

Gregory Vial

Guillaume Dumas

Anne-Charlotte Thiffault

Claire Infante-Rivard