Vanessa Simard

Research center(s)

• CeRVIM
• CIRRELT

Department(s)

• Department of Mechanical Engineering

Program(s)

Supervisor(s)

• Nadia Lehoux
• Mikael Rönnqvist

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

Data Science Logistics

Changjian Shui

Research center(s)

• CeRVIM
• CRDM

Program(s)

Supervisor(s)

• Christian Gagné

Learning with human-in-the-loop

Machine Learning

Khawla Seddiki

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Arnaud Droit

Algorithm development for real-time classification of mass spectrometry data

Data Science Health

Pier-Luc Plante

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Mario Marchand
• Jacques Corbeil

Coupling high throughput Mass spectrometry to machine learning to uncover biomarkers

Health Machine Learning

Samuel Perreault

Research center(s)

• CRDM

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Thierry Duchesne
• Johanna Neslehova

Statistical methods to identify correlation structures in high dimension

Data Science

Émanuel Paré

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Jacques Corbeil

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

Data Science Health

Frédérik Paradis

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• François Laviolette
• Luc Lamontagne

Neural Networks and attention mechanisms

Machine Learning

Mathieu Pagé-Fortin

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

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)

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)

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)

Supervisor(s)

• Arnaud Droit

Big data approaches for multi-OMICS analyses

Data Science Health

Thanh Huy Nguyen

Research center(s)

• CRDIG

Department(s)

• Department of Geomatics Science

Program(s)

Supervisor(s)

• Sylvie Daniel
• Jean-Marc Le Caillec

Reconstruction de scènes par fusion d’acquisitions multi-capteurs – Application à la construction de mosaïques tridimensionnelles

Geospatial Data Smart Environments

Mahtab Mousavi

Research center(s)

• CIRRELT

Program(s)

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)

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)

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)

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)

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)

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)

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

Gaël Letarte

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain
• François Laviolette

Interpretable machine learning algorithms with theoretical guarantees

Machine Learning

Gwenaëlle Lemoine

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Arnaud Droit

Correlations analysis for MixOmics analysis

Data Science Health

Alexandre Lemire-Paquin

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

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)

Supervisor(s)

• Christian Gagné

Machine Learning

Ronan Lefol

Research center(s)

• CRDM

Department(s)

• Department of Physics, Physics Engineering and Optics

Program(s)

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)

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)

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)

Supervisor(s)

• Sehl Mellouli
• Richard Khoury

Agents conversationnels intelligents et Intelligence artificielle en assurance

Insurance Natural Language Processing

Mohammad Reza Karimi Dastjerdi

Research center(s)

• CeRVIM
• CRDM

Program(s)

Supervisor(s)

• Jean-François Lalonde

Learning to Estimate Dense Illumination

Computer Vision Machine Learning

Isabelle Hudon

Department(s)

• Department of Industrial Relations

Program(s)

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)

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)

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)

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)

Supervisor(s)

• Jean-François Lalonde
• Denis Laurendeau

Deep learning for 3D reconstruction

Computer Vision Machine Learning

Nicolas Garneau

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Luc Lamontagne

Deep learning models using contextual embeddings

Machine Learning Natural Language Processing

Marc-André Gardner

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

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)

Supervisor(s)

• François Laviolette
• Pierre Marquet

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

Computer Vision Health Machine Learning