Tania Cuppens

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Arnaud Droit

Elaboration d’approches de détection de variants structuraux à partir de donńees de type Whole Genome Sequencing

Data Science Health

Iman Beheshti

Research center(s)

• CERVO

Department(s)

• Department of Radiology

Program(s)

Supervisor(s)

• Simon Duchesne

BrainAge patch-based technique

Data Science Health

Fan Zhou

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Brahim Chaib-draa

Deep Active Learning: Unified and Principled Method for Query and Training

Machine Learning

Luxin Zhang

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain

Transfer Learning for Anomaly Detection

Machine Learning

Jinsong Zhang

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Data-driven HDR Illumination from Outdoor Images

Computer Vision Data Science

Elmira Yekani-Khoei

Research center(s)

• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Benoit Gosselin
• François Laviolette

Massive multimodal-sensors data management to predict and monitor epileptic seizures

Data Science Health

Alireza Yeganehparast

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Josée Desharnais
• François Laviolette

Certifying AI through probabilistic formal methods

Data Science

Theresa Wiesner

Research center(s)

• CERVO
• CRDM

Department(s)

• Department of Psychiatry and Neurosciences

Program(s)

Supervisor(s)

• Flavie Lavoie-Cardinal
• Christian Gagné

Computer Vision Health Machine Learning

Pengmin Wang

Research center(s)

• CRDM

Department(s)

• Department of Animal Sciences

Program(s)

Supervisor(s)

• Claude Robert
• Éric Paquet

Long coding RNAs in early development

Data Science Life Sciences

Benjamin Vittrant

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Arnaud Droit
• Yves Fradet

Caractérisation du paysage immunologique du cancer de la prostate par des approches bioinformatique

Data Science Health

Paul Viallard

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Émilie Morvant
• Pascal Germain
• Amaury Habrard

Interpreting Representation Learning Through PAC-Bayes Theory

Machine Learning

Minja Velimirovic

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Jacques Corbeil

Protein Engineering Strategies to Enhance CRISPR-Cas9 Application

Data Science Health

Maxime Vaidis

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Philippe Giguère

3D mapping of large underground environments

Computer Vision Smart Environments

Maxime Tremblay

Research center(s)

• CeRVIM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde
• André Zaccarin

Datasets in Computer Vision

Computer Vision Data Science

Zeineb Trabelsi

Research center(s)

• CRDM

Department(s)

• Department of Organizational Information Systems

Program(s)

Supervisor(s)

• Sehl Mellouli
• Richard Khoury

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

Machine Learning Natural Language Processing

Prudencio Tossou

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand
• Jacques Corbeil
• François Laviolette

Machine learning implementation in drug discovery

Health Machine Learning

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