Our graduate students contribute to the advancement of research in fields involving artificial intelligence and data science

Graduate students work together with IID researchers to contribute to the development and enrichment of knowledge in a multitude of fields of application – from industry 4.0 to the Internet of Things (IoT), from machine learning methods to immersive technologies, from smart cities to medical imaging, and more.

Students

Yizhi Li

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Dominique Grenier
  • Luc Lamontagne

Object classification from 2-dimensional LiDAR signals

Computer Vision Geospatial Data

Gabriel Leclerc

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Christian Gagné
  • Flavie Lavoie-Cardinal

Application d’approches d’apprentissage profond pour la détection d’événements calcique spontanés reliés à la plasticité synaptique

Health Machine Learning

Jean-Philippe Le Cavalier

Research center(s)
  • CRDM
Department(s)
  • Department of Mathematics and Statistics
Program(s)

Master’s in Statistics

Supervisor(s)
  • Thierry Duchesne

Méthodes de vieillissement des covariables pour les modèles de rétention de clientèle

Data Science

Marc-André Larochelle

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Richard Khoury

Natural Language Processing

Maxime Lapointe

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • François Laviolette

L’apprentissage automatique appliquée aux série temporelles en finances

Insurance Machine Learning

Léonie Laflamme-Michaud

Research center(s)
  • CRDM
Department(s)
  • Department of Animal Sciences
Program(s)

Master’s in Animal Sciences

Supervisor(s)
  • Édith Charbonneau
  • Éric Paquet

Impact de la consommation d’aliments lactés sur les performances de croissance et la programmation épigénétique des génisses laitières

Life Sciences

Sewagnouin Rogia Kpanou

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Ph.D. in Computer Science

Supervisor(s)
  • Jacques Corbeil
  • Elsa Rousseau

Characterization of drug-drug interactions by deep learning

Health Machine Learning

Fouad Jabiri

Research center(s)
  • CRDM
Department(s)
  • Department of Mathematics and Statistics
Program(s)

Master’s in Statistics

Supervisor(s)
  • Mario Marchand
  • Thierry Duchesne

Supervised and unsupervised methods for fraud detection

Machine Learning

Jérôme Isabelle

Research center(s)
  • CeRVIM
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

AR applied to handheld scanning

Computer Vision

Félix Huot

Research center(s)
  • CRDM
Department(s)
  • Department of Animal Sciences
Program(s)

Master’s in Animal Sciences

Supervisor(s)
  • Rachel Gervais
  • Éric Paquet

Détection de l’acidose ruminale chronique grâce à une méthode noninvasive utilisant les profils en acide gras du lait

Life Sciences

Thomas Antonio Hernandez Gutiérrez

Research center(s)
  • CIRRELT
Department(s)
  • Department of Mechanical Engineering
Program(s)

Master’s in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Louis Gosselin

Gestion coordonnée production/sources d’énergie

Logistics Operations Research

Alexandre Hains

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Christian Gagné

Online Lifelong Learning

Machine Learning

Tesnim Hadhri

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde

Depth Estimation for Train Images

Computer Vision Machine Learning

Vincent Grondin

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Ph.D. in Computer Science

Automation of tree felling using RGBD images

Computer Vision Data Science Industry 4.0 Machine Learning

Mathieu Godbout

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Ph.D. in Computer Science

Supervisor(s)
  • Audrey Durand

A theoretical characterization of generalization for Reinforcement Learning algorithms

Machine Learning Natural Language Processing

Olivier Gamache

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Philippe Giguère

Application of Teach-in-Repeat in forestry application

Computer Vision Smart Environments

Élina Francovic-Fontaine

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Ph.D. in Molecular Medicine

Supervisor(s)
  • Jacques Corbeil
  • Pascal Germain

Data Science Health Machine Learning

Owen Ferguson

Research center(s)
  • CeRVIM
  • CERVO
  • CRDM
Department(s)
  • Department of Psychiatry and Neurosciences
Program(s)

Ph.D. in Biophotonics

Supervisor(s)
  • Flavie Lavoie-Cardinal
  • Martin Lévesque

Super-resolution microscopy of Parkinson’s Disease effect on mitochondrial structure and dynamics

Computer Vision Health

Mounia Ferguène

Research center(s)
  • CIRRELT
Department(s)
  • Department of Mechanical Engineering
Program(s)

Master’s in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Camelia Dadouchi

Analyse de marché pour lesproduits du bois – portrait et perspectives

Logistics Operations Research

Vincent Dupont

Research center(s)
  • CeRVIM
  • CRDIG
  • CRDM
Department(s)
  • Department of Geomatics Science
Program(s)

Master’s in Geomatics

Supervisor(s)
  • Sylvie Daniel
  • Christian Larouche

Élaboration d’une méthode d’extraction de plans par croissance de régions dans un nuage de points bathymétriques servant à alimenter des estimateurs d’erreur bathymétrique

Data Science Geospatial Data

Antoine Dufour

Research center(s)
  • CeRVIM
  • CERVO
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde

Deep Style Transfer

Computer Vision Machine Learning

Étienne Dubeau

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde
  • Raoul de Charette

Tracking with Event Cameras

Computer Vision

Juan Miguel Dominguez

Research center(s)
  • CRDM
Department(s)
  • Department of Molecular Medicine
Program(s)

Master’s in Bio-Informatics

Supervisor(s)
  • Jacques Corbeil

Development of single cell transcriptomic pipeline coupled to artificial intelligence algorithms

Data Science Health

Anthony Deschênes

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Ph.D. in Computer Science

Supervisor(s)
  • Claude-Guy Quimper
  • Jonathan Gaudreault

Apprentissage automatique et optimisation pour favoriser l’adoption de modes de transports à źero-émission

Logistics Machine Learning

Simon Delisle

Research center(s)
  • CIRRELT
Department(s)
  • Department of Wood and Forest Sciences
Program(s)

Master’s in Forest Sciences

Supervisor(s)
  • Nadia Lehoux
  • Luc LeBel

Planification coordonnée de la production et des ventes dans le secteur du bois d’oeuvre

Logistics Operations Research

Roxane Debruyker

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Richard Khoury

E-Community Health and Toxicity (Machine Learning, Neural Networks and Artificial Intelligence, Supervised Learning)

Machine Learning Natural Language Processing

Gabriel Couture

Research center(s)
  • CRDM
Department(s)
  • Department of Physics, Physics Engineering and Optics
Program(s)

Master’s in Physics

Supervisor(s)
  • Philippe Després

Pipelines d’analyse de la dynamique de l’APS en cancer de la prostate

Data Science Health

Christopher Coulombe

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Claude-Guy Quimper

Data Science

François Chêné

Research center(s)
  • CRDM
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Claude-Guy Quimper
  • Jonathan Gaudreault

Human centered Mixed-Initiative Systems applied to a wood industry strategic planification optimization real-time interactive expert system

Industry 4.0 Logistics

Sam Chandavong

Research center(s)
  • CERVO
Department(s)
  • Department of Computer Science and Software Engineering
Program(s)

Master’s in Computer Science

Supervisor(s)
  • Nicolas Doyon
  • Simon Duchesne

Multi-level interface for visualisation of medical data (AI in medecine)

Health Machine Learning

Imen Chaabouni

Research center(s)
  • CIRRELT
Department(s)
  • Department of Mechanical Engineering
Program(s)

Master’s in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Louis Gosselin

Gestion opérationnelle des activités pour une utilisation responsable de l’énergie

Data Science Smart Environments

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