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Michael Morin
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Wood planer control: Predictive and prescriptive approaches via Automatic State Matching Gaussian processes
JT Sexton, M Morin, R Georges, F Abasian, J Gaudreault
Engineering Applications of Artificial Intelligence 132, 107843, 2024
2024
A Data-Driven Personalized Approach to Predict Blood Glucose Levels in Type-1 Diabetes Patients Exercising in Free-Living Conditions
A Neumann, Y Zghal, MA Cremona, A Hajji, M Morin, M Rekik
Available at SSRN 4777350, 2024
2024
Planning and Scheduling of Robotic Welding Processes in the Rolling Stock Industry: A Literature Review
K Payami, N Lehoux, C Cloutier, M Morin
7th International Conference on Logistics Operations Management: Smart …, 2024
2024
Deep reinforcement learning for continuous wood drying production line control
FA Tremblay, A Durand, M Morin, P Marier, J Gaudreault
Computers in Industry 154, 104036, 2024
22024
An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction
V Martineau, M Morin, J Gaudreault, P Thomas, HB El-Haouzi, ...
Computers in Industry 151, 103964, 2023
2023
Toward digital twins for sawmill production planning and control: Benefits, opportunities, and challenges
S Chabanet, HB El-Haouzi, M Morin, J Gaudreault, P Thomas
International Journal of Production Research 61 (7), 2190-2213, 2023
242023
Ant colony optimization for path planning in search and rescue operations
M Morin, I Abi-Zeid, CG Quimper
European Journal of Operational Research 305 (1), 53-63, 2023
292023
Ordonnancement dynamique et contrôle intelligent d’un robot industriel
A Neumann, M Rekik, M Morin, A Hajji, R Pellerin
International Conference on Industrial Engineering and Quality (CIGI …, 2023
2023
Learn, Compare, Search: One Sawmill’s Search for the Best Cutting Patterns Across And/or Trees
MA Ménard, M Morin, M Khachan, J Gaudreault, CG Quimper
International Conference on Learning and Intelligent Optimization, 2023
2023
Supervised recommendations of gas metal arc welding parameters
T Picherit, LP Lampron, M Morin, G Caron-Guillemette, J Gaudreault
The 36th Canadian Conference on Artificial Intelligence, 2023
12023
Supervised learning for maritime search operations: An artificial intelligence approach to search efficiency evaluation
T Laperrière-Robillard, M Morin, I Abi-Zeid
Expert Systems with Applications 206, 117857, 2022
72022
Vine Copula-Based Data Generation for Machine Learning With an Application to Industrial Processes
JT Sexton, M Morin, J Gaudreault
NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022
22022
Automatic State Matching Gaussian Process Ensemble for Wood Planer Control
JT Sexton, M Morin, R Georges, F Abasian, J Gaudreault
10th IFAC Conference on Modelling, Management and Control 55 (10), 625-630, 2022
22022
Neural network architectures and feature extraction for lumber production prediction
V Martineau, M Morin, J Gaudreault, P Thomas, HB El-Haouzi
The 34th Canadian Conference on Artificial Intelligence, 2021
122021
Quality of sawmilling output predictions according to the size of the lot-The size matters!
V Martineau, J Gaudreault, M Morin, S Vallerand
CIGI Qualita 2021, 8 p., 2021
22021
A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process
S Chabanet, P Thomas, HB El-Haouzi, M Morin, J Gaudreault
IFAC-PapersOnLine 54 (1), 396-401, 2021
122021
Machine learning-based models of sawmills for better wood allocation planning
M Morin, J Gaudreault, E Brotherton, F Paradis, A Rolland, J Wery, ...
International Journal of Production Economics 222, 107508, 2020
332020
Decision support for planning maritime search and rescue operations in Canada
I Abi-Zeid, M Morin, O Nilo
SciTePress, 2019
172019
Intruder alert! Optimization models for solving the mobile robot graph-clear problem
M Morin, MP Castro, KEC Booth, TT Tran, C Liu, JC Beck
Constraints 23, 335-354, 2018
72018
An iterative closest point method for measuring the level of similarity of 3D log scans in wood industry
C Selma, H Bril El Haouzi, P Thomas, J Gaudreault, M Morin
Service Orientation in Holonic and Multi-Agent Manufacturing: Proceedings of …, 2018
142018
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