| Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty U Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 401-413, 2021 | 59 | 2021 |
| The prepack optimization problem M Hoskins, R Masson, G Gauthier Melançon, JE Mendoza, C Meyer, ... International Conference on AI and OR Techniques in Constriant Programming …, 2014 | 9 | 2014 |
| A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains G Gauthier-Melançon, P Grangier, E Prescott-Gagnon, E Sabourin, ... INFORMS Journal on Applied Analytics 51 (3), 200-212, 2021 | 8 | 2021 |
| System and Method for Retail Planning with Smart Product Attributes K Grande, G Gauthier-Melançon US Patent App. 17/341,014, 2021 | | 2021 |
| System and Method for Assortment Planning with Interactive Similarity and Transferable Demand Visualization I Alvarez, G Gauthier-Melançon US Patent App. 17/240,663, 2021 | | 2021 |
| Method of and server for training a machine learning algorithm for estimating uncertainty of a sequence of models G Gauthier-Melancon, W Gharbieh, I Malik, WX Snelgrove US Patent App. 16/730,008, 2021 | | 2021 |
| Quantifying Uncertainty in Systems-Two Practical Use Cases Using Machine Learning to Predict and Explain Systems Failures G Gauthier-Melançon Ecole Polytechnique, Montreal (Canada), 2019 | | 2019 |
| Quantifying Uncertainty in Systems-Two Practical Use Cases Using Machine Learning to Predict and Explain Systems Failures G Gauthier-Melançon Polytechnique Montréal, 2019 | | 2019 |
| System and Method to Predict Service Level Failure in Supply Chains G Gauthier Melançon, P Grangier, E Prescott-Gagnon, E Sabourin US Patent App. 16/193,547, 2018 | | 2018 |
| System and Method to Predict Service Level Failure in Supply Chains G Gauthier Melancon, P Grangier, E Prescott-Gagnon, E Sabourin US Patent App. 16/167,224, 2018 | | 2018 |
| System and Method for Assortment Similarity Visualization using Dimension Reduction Techniques G Gauthier Melançon, E Thibodeau-Laufer US Patent App. 15/801,972, 2017 | | 2017 |
| System and Method for Visualization for Transferable Demand Algorithm Results of a Product G Gauthier Melançon, I Alvarez US Patent App. 15/802,311, 2017 | | 2017 |
| System and Method of Clustering Metrics and Customer Segmentation Evaluation and Improvement G Gauthier Melançon, JS Guay-Leroux, MDK Hasan US Patent App. 62/556,835, 2017 | | 2017 |
| System and Method of Customer Preference Segmentation and Intelligent Store Clustering G Gauthier Melançon, JS Guay-Leroux, MDK Hasan US Patent App. 15/898,563, 2017 | | 2017 |
| Preference-Based Customer Segmentation for Assortment Planning G Gauthier Melançon JOPT 2017, 2017 | | 2017 |
| Preference-based customer segmentation for assortment planning G Gauthier Melançon IFORS 2017, 2017 | | 2017 |
Louis-Martin RousseauProfessor, CIRRELT - École Polytechnique de MontréalVerified email at cirrelt.net
