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

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

Robotics

Élina Francovic-Fontaine

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

Master’s in Molecular Medicine

Supervisor(s)
  • Jacques Corbeil

Machine learning applied to high throughput metabolomic

Confidentiality Health Machine Learning

Owen Ferguson

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

Master’s 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)

Master’s in Computer Science

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

Apprentissage automatique et optimisation pour favoriser l’adoption de modes de transport à zéro-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

Stéphane Caron

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

Master’s in Statistics

Supervisor(s)
  • Thierry Duchesne

Clustering de données non structurées

Data Science

Abdelali Bouyahia

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

Master’s in Computer Science

Supervisor(s)
  • Mario Marchand

Confidentiality Data Science

Catherine Bourdeau-Laferrière

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

Master’s in Computer Science

Supervisor(s)
  • Jonathan Gaudreault
  • Carl Duchesne

Monitoring et analyse prédictive d’une teinturerie dans une perspective Industrie 4.0 pour réduire les écarts de couleur

Industry 4.0 Operations Research

Raphaël Boudreault

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

Explication du filtrage de la contrainte Weighted-Circuit en programmation par contraintes

Data Science

Catherine Bouchard

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

Generation of super-resolution microscopy images using Generative Adversarial Networks

Health Machine Learning

Cyril Blanc

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

Master’s in Electrical Engineering

Supervisor(s)
  • Christian Gagné
  • Jean-François Lalonde

Learning to Infer House Properties from Street-Level Images

Computer Vision Machine Learning Smart Environments

Luca Blanchout

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
  • Claude Demers
  • Marc Hébert

Indoor HDR Lighting Capture and Visualization

Computer Vision Machine Learning

Philippe Blais

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

Master’s in Geomatics

Supervisor(s)
  • Thierry Badard
  • Thierry Duchesne

Élaboration d’un modèle de trafic routier à partir de données massives de trajectoires automobiles

Data Science Smart Environments

Nicolas Blais

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

Master’s in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Claude-Guy Quimper

Outil d’aide à l’ordonnancement : Cas d’études dans le secteur alimentaire

Life Sciences Operations Research

Fethi Benchaabane

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

Master’s in Geomatics

Supervisor(s)
  • Thierry Badard
  • Frédéric Hubert

Conception et développement d’une solution de diffusion et de visualisation des données géospatiales massives 2D/3D dans un contexte de gestion de risque d’inondations

Data Science Geospatial Data

Pierre-Luc Ayotte-Nadeau

Research center(s)
  • CERVO
  • CRDM
Department(s)
  • Department of Biochemistry, Microbiology and Bioinformatics
Program(s)

Master’s in Biophotonics

Supervisor(s)
  • Flavie Lavoie-Cardinal
  • Paul De Koninck

Nanoparticle-assisted optical stimulation of synapses

Data Science Health

Louis-Philippe Asselin

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

Master’s in Electrical Engineering

Supervisor(s)
  • Jean-François Lalonde
  • Denis Laurendeau

Surface Reflectance Estimation Using Deep Learning

Computer Vision Machine Learning

Ali Assafiri

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

Master’s in Geomatics

Supervisor(s)
  • Christian Gagné
  • Sylvie Daniel

Geospatial Data Machine Learning

Alain Mathieu

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

Master’s in Computer Science

Supervisor(s)
  • Pascal Germain
  • François Laviolette

Évaluation du risque épistémique par approche baysienne

Machine Learning

Nora Ajakan

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

Master’s in Computer Science

Supervisor(s)
  • Richard Khoury

Machine Learning

Mohamed Abderrahmen Abid

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

Master’s in Electrical Engineering

Supervisor(s)
  • Christian Gagné

Machine Learning

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