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

Vanessa Simard

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Mikael Rönnqvist

Intégration de l’incertitude des données dans l’optimisation de l’approvisionnement forestier

Data Science Logistics

Pier-Luc Plante

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

Ph.D. in Molecular Medicine

Supervisor(s)
  • Mario Marchand
  • Jacques Corbeil

Coupling high throughput Mass spectrometry to machine learning to uncover biomarkers

Health Machine Learning

Émanuel Paré

Research center(s)
  • CRDM
Program(s)

Ph.D. in Molecular Medicine

Supervisor(s)
  • Jacques Corbeil

Tackling metabolic diseases using high throughput mass spectrometry coupled to artificial intelligence algorithms

Data Science Health

Mathieu Pagé-Fortin

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

Ph.D. in Computer Science

Supervisor(s)
  • Brahim Chaib-draa

Multimodal Sentiment Analysis: A Multitask Learning Approach

Machine Learning

Yannick Ouellet

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

A O(n log2 n) Checker and O(n2 log n) Filtering

Data Science

Mazid Abiodoun Osseni

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

Ph.D. in Computer Science

Supervisor(s)
  • Jacques Corbeil
  • François Laviolette

Machine learning algorithm for biomarker discovery

Health Machine Learning

Régis Ongaro-Carcy

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

Ph.D. in Molecular Medicine

Supervisor(s)
  • Arnaud Droit

Big data approaches for multi-OMICS analyses

Data Science Health

Mahtab Mousavi

Research center(s)
  • CIRRELT
Program(s)

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Luc LeBel

Optimisation de la chaine de production de plans au Québec

Logistics Operations Research

Seyedadel Moravveji

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

Ph.D. in Mathematics

Supervisor(s)
  • Nicolas Doyon
  • Simon Duchesne

Data Science Health

Marc-André Ménard

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

Learning Sensitivity of RCPSP by Analyzing the Search Process

Industry 4.0 Operations Research

Akmaral Moldagalieva

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

Ph.D. in Computer Science

Supervisor(s)
  • Philippe Giguère

Increasing robustness of 2D and 3D perception in adversarial weather for autonomous vehicles

Computer Vision Smart Environments

Amal Marzouki

Research center(s)
  • CRDIG
Department(s)
  • Department of Organizational Information Systems
Program(s)

Ph.D. in Administration Sciences

Supervisor(s)
  • Sehl Mellouli
  • Sylvie Daniel

Vers une plateforme de participation citoyenne basée sur la visualisation géosptatiale

Geospatial Data Smart Environments

Reza Mahmoodi Koohi

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

Ph.D. in Geomatics

Supervisor(s)
  • Denis Laurendeau
  • Sylvie Daniel

Conception d’un réseau de neurones profond adapté aux nuages de points géospatiaux pour la cartographie 3D de grands espaces urbains

Geospatial Data Smart Environments

Duc Thien Luong

Research center(s)
  • CeRVIM
Program(s)

Ph.D. in Electrical Engineering

Supervisor(s)
  • Denis Laurendeau

Parallelism For A Fast and Interactive Visualization For Out-core 3D Mesh (approaching real-time visualizaion for 1-billion-point cloud)

Computer Vision

Alexandre Lemire-Paquin

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

Ph.D. in Computer Science

Supervisor(s)
  • Philippe Giguère
  • Brahim Chaib-draa

Régularisation au travers de l’optimisation pour l’apprentissage profond

Machine Learning

Benjamin Léger

Research center(s)
  • CeRVIM
  • CRDM
Program(s)

Ph.D. in Electrical Engineering

Supervisor(s)
  • Christian Gagné

Machine Learning

Ronan Lefol

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

Ph.D. in Physics

Supervisor(s)
  • Philippe Després

Portfolio dosimétrique personnalisé par calcul Monte Carlo en radiologie diagnostique

Data Science Health

Jean-Samuel Leboeuf

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

Ph.D. in Computer Science

Supervisor(s)
  • Mario Marchand

Predicting and interpreting embeddings for out of vocabulary words in downstream tasks

Natural Language Processing

Jacquelin Labrecque

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

Ph.D. in Computer Science

Supervisor(s)
  • Brahim Chaib-draa

Artificial intelligence applied to precision livestock farming

Data Science Life Sciences

Essaied Khadija

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

Ph.D. in Computer Science

Supervisor(s)
  • Sehl Mellouli
  • Richard Khoury

Agents conversationnels intelligents et Intelligence artificielle en assurance

Insurance Natural Language Processing

Isabelle Hudon

Department(s)
  • Department of Industrial Relations
Program(s)

Ph.D. in Industrial Relations

Supervisor(s)
  • Lyse Langlois

Les dimensions éthiques et politiques de l’expérience des administrateurs d’établissements de santé publique du Québec

Ethics and Law Health

Niloufar Haghighatgou

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

Ph.D. in Geomatics

Supervisor(s)
  • Thierry Badard
  • Sylvie Daniel

Fusion d’images et de nuages de points LiDAR dans un contexte d’anticipation des risques d’inondation

Geospatial Data Smart Environments

Daniel Gourdeau

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

Ph.D. in Physics

Supervisor(s)
  • Louis Archambault
  • Simon Duchesne
  • Philippe Després

Synthetic FDG PET from MRI data (Prédiction d’évolution des démences par la radiomique)

Data Science Health

Elaheh Ghasemi

Research center(s)
  • CIRRELT
  • CRDM
Program(s)

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux
  • Mikael Rönnqvist

Analyse des modes de pilotage des flux de la chaîne de valeur et outil de coordination des stocks et de la production

Logistics Operations Research

Mathieu Garon

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

Ph.D. in Electrical Engineering

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

Deep learning for 3D reconstruction

Computer Vision Machine Learning

Marc-André Gardner

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

Ph.D. in Electrical Engineering

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

Semantics in Deep Neural Networks

Machine Learning Natural Language Processing

Pierre-Louis Gagnon

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

Ph.D. in Computer Science

Supervisor(s)
  • François Laviolette
  • Pierre Marquet

Développement d’algorithmes d’apprentissage automatique en microscopie holographique numérique

Computer Vision Health Machine Learning

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