Michael Morin

• Institut Intelligence et Données

Financements des 2 dernières années

• Adam Boukhari, Maîtrise en informatique - avec mémoire
• Amirhossein Esmaeilpour, Doctorat en sciences de l'administration - opérations et systèmes de décision
• Dominik Richard, Doctorat en informatique
• Jean-Thomas Sexton, Doctorat en informatique
• Jovial Cheukam Ngouonou, Stage postdoctoral en informatique
• Marianne Pedneault-Gagnon, Maîtrise en sciences de l'administration - opérations et systèmes de décision - avec mémoire
• Parian Afrooz, Doctorat en sciences de l'administration - opérations et systèmes de décision
• Saeid Abbasiparizi, Doctorat en sciences de l'administration - opérations et systèmes de décision
• Thomas Laperrière-Robillard, Maîtrise en sciences de l'administration - opérations et systèmes de décision - avec mémoire

Encadrements des 5 dernières années

• Aminata Kone, Maîtrise en sciences de l'administration - opérations et systèmes de décision - avec mémoire
• Dominik Richard, Maîtrise en informatique - avec mémoire
• Kimia Payami Shabestari, Maîtrise en génie mécanique - avec mémoire
• Tom Picherit, Maîtrise en informatique - avec mémoire
• Vincent Martineau, Maîtrise en informatique - avec mémoire

Travaux de recherche des 5 dernières années

Maritime search and rescue operations planning: A hybrid approach for multi-asset deconfliction and efficient resource allocation Safety Science, 2027. Amirhossein Esmaeilpour, Michael Morin, Irène Abi-Zeid. DOI 10.1016/j.ssci.2026.107406

Iterated local search for coverage path planning with imperfect extended detection European Journal of Operational Research, 2026. Dominik Richard, Michael Morin, Claude-Guy Quimper. DOI 10.1016/j.ejor.2026.10.018

Multi-Threading and GPU Acceleration: The Case for Faster Simulators for Maritime Search and Rescue Operations Planning Proceedings of the International ISCRAM Conference, 2026. Adam Boukhari, Michael Morin. DOI 10.59297/nbqew095

Toward Faithful Explanations in Acoustic Anomaly Detection ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026. Maab Elrashid, Anthony Deschênes, Cem Subakan, Mirco Ravanelli, Rémi Georges, Michael Morin. DOI 10.1109/icassp55912.2026.11461714

Exploring the Recent Applications of Artificial Intelligence Techniques for Type-1 Diabetes Management 2026. Anas Nuemann, Marzia Angela Cremona, Adnène Haji, Michael Morin, Monia Rekik. DOI 10.1007/978-3-031-95659-1_3

Fast(er) Robust Point Cloud Alignment Using Lie Algebra 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025. Jean-Thomas Sexton, Michael Morin, Philippe Giguère, Jonathan Gaudreault. DOI 10.1109/iros60139.2025.11247419

A data-driven personalized approach to predict blood glucose levels in type-1 diabetes patients exercising in free-living conditions Computers in Biology and Medicine, 2025. Anas Neumann, Yessine Zghal, Marzia Angela Cremona, Adnene Hajji, Michael Morin, Monia Rekik. DOI 10.1016/j.compbiomed.2025.110015

Planing It by Ear: Convolutional Neural Networks for Acoustic Anomaly Detection in Industrial Wood Planers ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025. Anthony Deschênes, Rémi Georges, Cem Subakan, Bruna Ugulino, Antoine Henry, Michael Morin. DOI 10.1109/icassp49660.2025.10888017

Toward Blackbox Optimization for Maritime Search and Rescue International ISCRAM Conference, 2025. Esmaeilpour, Amirhossein, Morin, Michael, Abi-Zeid, Irène. DOI 10.59297/5DEVXW04

Machine Learning for Search and Rescue Decision Support 11th International Conference on Decision Support System Technology, 2025. Laperrière-Robillard, Thomas, Morin, Michael, Abi-Zeid, Irène.

A Comparative Study of Price-Driven Production Control Methods Using a Sawmill Simulator 2024 Winter Simulation Conference (WSC), 2024. Louis Duhem, Maha Benali, Michael Morin, Jonathan Gaudreault. DOI 10.1109/wsc63780.2024.10838824

Wood planer control: Predictive and prescriptive approaches via Automatic State Matching Gaussian processes Engineering Applications of Artificial Intelligence, 2024. Jean-Thomas Sexton, Michael Morin, Rémi Georges, Foroogh Abasian, Jonathan Gaudreault. DOI 10.1016/j.engappai.2024.107843

Deep reinforcement learning for continuous wood drying production line control Computers in Industry, 2024. François-Alexandre Tremblay, Audrey Durand, Michael Morin, Philippe Marier, Jonathan Gaudreault. DOI 10.1016/j.compind.2023.104036

Planning and Scheduling of Robotic Welding Processes in the Rolling Stock Industry: A Literature Review 2024. Kimia Payami, Nadia Lehoux, Caroline Cloutier, Michael Morin. DOI 10.1007/978-3-031-68634-4_24

An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction Computers in Industry, 2023. Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El-Haouzi, Mohammed Khachan. DOI 10.1016/j.compind.2023.103964

Ant colony optimization for path planning in search and rescue operations European Journal of Operational Research, 2023. Michael Morin, Irène Abi-Zeid, Claude-Guy Quimper. DOI 10.1016/j.ejor.2022.06.019

Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges International Journal of Production Research, 2023. Chabanet, Sylvain, El-Haouzi, Hind Bril, Morin, Michael, Gaudreault, Jonathan, Thomas, Philippe. DOI 10.1080/00207543.2022.2068086

Learn, Compare, Search: One Sawmill’s Search for the Best Cutting Patterns Across and/or Trees 2023. Marc-André Ménard, Michael Morin, Mohammed Khachan, Jonathan Gaudreault, Claude-Guy Quimper. DOI 10.1007/978-3-031-44505-7_37

Supervised recommendations of gas metal arc welding parameters Proceedings of the Canadian Conference on Artificial Intelligence, 2023. Tom Picherit, Louis-Philip Lampron, Michael Morin, Gabriel Caron-Guillemette, Jonathan Gaudreault. DOI 10.21428/594757DB.374C99CB

Ordonnancement dynamique et contrôle intelligent d’un robot industriel CIGI Qualita MOSIM, 2023. Anas Neumann, Monia Rekik, Michael Morin, Adnene Hajji, Robert Pellerin. DOI 10.60662/N5J3-HB22

Vine Copula-Based Data Generation for Machine Learning With an Application to Industrial Processes NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022. Jean-Thomas Sexton, Michael Morin, Jonathan Gaudreault.

Supervised learning for maritime search operations: An artificial intelligence approach to search efficiency evaluation Expert Systems with Applications, 2022. Laperrière-Robillard, T., Morin, M., Abi-Zeid, I.. DOI 10.1016/j.eswa.2022.117857

Automatic State Matching Gaussian Process Ensemble for Wood Planer Control IFAC-PapersOnLine, 2022. Sexton, Jean-Thomas, Morin, Michael, Georges, Remi, Abasian, Foroogh, Gaudreault, Jonathan. DOI 10.1016/J.IFACOL.2022.09.470

Neural Network Architectures and Feature Extraction for Lumber Production Prediction Proceedings of the Canadian Conference on Artificial Intelligence, 2021. DOI 10.21428/594757db.89eadeff

Quality of sawmilling output predictions according to the size of the lot - The size matters! International Conference on Industrial Engineering and Quality (CIGI-Qualita21), 2021.

A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process IFAC-PapersOnLine, 2021. Chabanet, Sylvain, Thomas, Philippe, El-Haouzi, Hind Bril, Morin, Michael, Gaudreault, Jonathan. DOI 10.1016/J.IFACOL.2021.08.045