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Gabrielle Gauthier-Melançon
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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
592021
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
92014
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
82021
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
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