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

Tan Sy Nguyen

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Clément Gosselin
  • Alexandre Campeau-Lecours

Motion Control and Physical Human-Robot Interaction of Kinematically Redundant Hybrid Parallel Robots and of a Macro-Mini Robotic System

Robotics

Jonas Ngnawé

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

Ph.D. in Computer Science

Supervisor(s)
  • Christian Gagné
  • Frédéric Precioso

Développement d’un cadre méthodologique général pour atteindre la robustesse aux instances adverses par la détection et la régularisation

Confidentiality Data Science Machine Learning

Mahboubeh Motaghi

Research center(s)
  • CERVO
Department(s)
  • Department of Radiology
Program(s)

Ph.D. in Biomedical Sciences

Supervisor(s)
  • Simon Duchesne

Earliest possible diagnosis of brain degeneration as caused by Alzheimer’s disease

Data Science Health

Axel Gedeon Mengara

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

Ph.D. in Computer Science

Supervisor(s)
  • Richard Khoury

Discovering user preferences from interactions with an insurance company

Insurance Machine Learning Natural Language Processing

Sokhna Diarra Mbacke

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

Ph.D. in Computer Sciences

Supervisor(s)
  • Pascal Germain

PAC-Bayesian analysis of Variational Inference

Data Science

Ian Maquignaz

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

Computer Vision Machine Learning

Alexis Lebrun

Research center(s)
  • CeRVIM
  • CRDM
Department(s)
  • Departement of Chemistry
Program(s)

Ph.D. in Biophotonics

Supervisor(s)
  • Flavie Lavoie-Cardinal
  • Denis Boudreau

Super-resolved surface enhanced raman spectroscopy of cellular permeability

Computer Vision Data Science Health Life Sciences

Patrice Lajoie

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Nadia Lehoux

Conception d’un outil de simulation pour le contrôle de l’échantillonnage en milieu manufacturier 4.0

Industry 4.0 Operations Research

Jonathan Lacombe

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Clément Gosselin

Systèmes robotiques pour l’assemblage collaboratif de structures légères de grande dimension

Robotics

Gildas Syla Déo Kouko

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

Ph.D. in Computer Science

Supervisor(s)
  • Josée Desharnais
  • Nadia Tawbi

Data Science

Youcef Korichi

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

Ph.D. in Computer Science

Supervisor(s)
  • Nadia Tawbi
  • Josée Desharnais

Data Science

Hamza Imtiaz

Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Ph.D. in Electrical Engineering

Supervisor(s)
  • Leslie Rusch
  • Ming Zeng

ML for equalization of nonlinear impairments in silicon photonics devices

Internet of Things Machine Learning

Zahra Homayouni

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

Ph.D. in Forestry

Supervisor(s)
  • Nadia Lehoux

Réingénierie de la chaine de valeur forestière pour une valorisation plus efficiente de la biomasse

Logistics Operations Research

Rizan Homayoun Nejad

Department(s)
  • Department of Computer and Electrical Engineering
Program(s)

Ph.D. in Electrical Engineering

Supervisor(s)
  • Leslie Rusch

ML for resource allocation in modal multiplexed optical systems

Machine Learning

Hesam Hafezalseheh

Department(s)
  • Department of Information and Decision Systems
Program(s)

Ph.D. in Biostatistics

Supervisor(s)
  • Marzia A. Cremona
  • Aida Eslami

Multivariate and functional data analysis applications to Omics data

Data Science Health Life Sciences

Mohamed Ali Ghannami

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

Ph.D. in Geomatics

Supervisor(s)
  • Sylvie Daniel
  • Isabelle Quidu

Statistical inference of water column depth based on radiometric and geometric analysis of spectral imagery

Computer Vision Data Science Geospatial Data Smart Environments

Ramin Ghaedrahmati

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Clément Gosselin

Conceptual design, kinematic analysis and trajectory planning of a redundant collaborative robot

Robotics

Xavier Garant

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Clément Gosselin

Synthèse, optimisation, commande et expérimentation de robots souples avec actionneurs et capteurs non colocalisés pour l’interaction physique humain-robot

Robotics

Maude Gagné

Research center(s)
  • CIRRELT
Department(s)
  • Department of Information and Decision Systems
Program(s)

Ph.D. in Business Administration

Supervisor(s)
  • Jacques Renaud

Optimisation et déploiement de systèmes d’entreposage automatisés

Industry 4.0 Logistics Operations Research

Louis Fortier-Dubois

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

Ph.D. in Computer Science

Supervisor(s)
  • Pascal Germain

Complexité et capacité de généralisation des réseaux de neurones

Data Science Machine Learning

Hedayat Fathi

Department(s)
  • Department of Information and Decision Systems
Program(s)

Ph.D. in Business Administration

Supervisor(s)
  • Marzia A. Cremona
  • Federico Severino

Application of functional analysis of Hilbert spaces to functional data analysis and quantitative finance

Data Science

Elham Fallah

Research center(s)
  • CIRRELT
Department(s)
  • Department of Information and Decision Systems
Program(s)

Ph.D. in Business Administration

Supervisor(s)
  • Jacques Renaud

Robust optimization techniques for logistics applications

Logistics Operations Research

Lamiae El Mendili

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

Ph.D. in Geomatics

Supervisor(s)
  • Thierry Badard
  • Sylvie Daniel

Unsupervised domain adaptation for semantic segmentation of large-scale 3D point clouds

Data Science Geospatial Data Machine Learning

Pascal Dion-Gauvin

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

Ph.D. in Mechanical Engineering

Supervisor(s)
  • Clément Gosselin

Génération de trajectoires pour robots parallèles à câbles suspendus

Robotics

Lynda Dib

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

Ph.D. in Computer Science

Supervisor(s)
  • Richard Khoury

Explainable pharmaceutical data mining

Data Science Ethics and Law

Niffa Cheick Oumar Diaby

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

Ph.D. in Computer Science

Supervisor(s)
  • Mario Marchand
  • Thierry Duchesne

Data Science Machine Learning

Luc Coupal

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
  • François Pomerleau

Resilient Deep RL policy for real-world robotics facing adverse conditions

Machine Learning Robotics

Elsa Claude

Department(s)
  • Department of Molecular Medicine
Program(s)

Ph.D. in Molecular Medicine

Supervisor(s)
  • Arnaud Droit
  • Patricia Thebault

Data Science Health

Jovial Cheukam Ngouonou

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

Apprentissage de cartes d’invariant

Data Science

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