Membres réguliers

Professor	Research	Contact
Ben Ayed, Ismail Génie des systèmes	Computer Vision, Machine Learning and Pattern Recognition, Combinatorial Optimization, Convex Optimization, Medical Image Analysis, Information Theory.
Cardinal, Patrick Génie LOG-TI	Affective Computing, Deep Learning, Speech Recognition, Information Extraction from Speech, Parallel Computing
Desrosiers, Christian (Co-Director) Génie LOG-TI	Data Mining, Machine Learning, Pattern Recognition, Computer Vision, Medical Imaging
Dolz, Jose Génie LOG-TI	Machine and deep learning, medical imaging, weak supervision, image segmentation, computer vision.
Duchaine, Vincent Génie des systèmes	Perception, intelligent captors, environmental perception.
Ebrahimi Kahou, Samira Génie LOG-TI	multi-modal learning, reinforcement learning, metalearning, AI for disaster response.
Forouzanfar, Mohamad Génie des systèmes	Smart wearables, Contactless sensing, Sleep technology, Biosignal processing, Applied machine learning for biomedical applications
Granger, Éric (Director) Génie des systèmes	Machine Learning (Domain Adaptation, Deep, Incremental and Weakly-Supervised Learning), Pattern Recognition, Computer Vision, Information Fusion, Video Surveillance, Biometrics, Affective Computing, and Medical Image Analysis
Koerich, Alessandro Génie LOG-TI	Computer Vision, Machine Learning, Music Information Retrieval, Big Data Analytics, Affective Computing
Rafael, Menelau-Cruz Génie LOG-TI	Classifier Ensembles, Meta-Learning Dynamic Ensemble Selection, Imbalanced Learning, Local Learning, Noisy Datasets, Natural Language Processing, Data Streams
Pedersoli, Marco Génie des systèmes	Visual Object Class Detection Classification and Pose Estimation, Weakly- and Semi-Supervised Learning, Convolutional and Recurrent Neural Networks
Sabourin, Robert Génie des systèmes	Document and Signature Analysis; Pattern Recognition and Learning; Information Fusion; Evolutionary Algorithms
Toews, Matthew Génie des systèmes	Medical Image Analysis; Computer Vision; Machine Learning
Wong, Tony Génie des systèmes	Industrial Engineering & IoT; Chance Constrained and Multi-Objective Evolutionary Optimization; Data Envelopment Analysis; Statistical Ranking and Selection