James-A. Goulet
According to our database1,
James-A. Goulet
authored at least 15 papers
between 2013 and 2025.
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Bibliography
2025
Scalable probabilistic deterioration model based on visual inspections and structural attributes from large networks of bridges.
Adv. Eng. Informatics, 2025
2024
Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks.
Neurocomputing, March, 2024
2023
Analytical Inference for Inspectors' Uncertainty Using Network-Scale Visual Inspections.
J. Comput. Civ. Eng., September, 2023
Hierarchical reinforcement learning for transportation infrastructure maintenance planning.
Reliab. Eng. Syst. Saf., July, 2023
2022
OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges.
SoftwareX, 2022
J. Mach. Learn. Res., 2022
2021
J. Mach. Learn. Res., 2021
2017
A machine learning approach for characterizing soil contamination in the presence of physical site discontinuities and aggregated samples.
Adv. Eng. Informatics, 2017
Adv. Eng. Informatics, 2017
2015
The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems.
CoRR, 2015
2014
Exploring approaches to improve the performance of autonomous monitoring with imperfect data in location-aware wireless sensor networks.
Adv. Eng. Informatics, 2014
2013
J. Comput. Civ. Eng., 2013
Model falsification diagnosis and sensor placement for leak detection in pressurized pipe networks.
Adv. Eng. Informatics, 2013