James-A. Goulet

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Time series anomaly detection with residuals stationarity intervention on state-space models.
Adv. Eng. Informatics
Zhanwen Xin, James-A. Goulet
2025 J jnl
Scalable probabilistic deterioration model based on visual inspections and structural attributes from large networks of bridges.
Adv. Eng. Informatics
Said Ali Kamal Fakhri, Zachary Hamida, James-A. Goulet
2024 J jnl
Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks.
Neurocomputing
Bhargob Deka, Luong Ha Nguyen, James-A. Goulet
2023 J jnl
Analytical Inference for Inspectors' Uncertainty Using Network-Scale Visual Inspections.
J. Comput. Civ. Eng.
Blanche Laurent, Bhargob Deka, Zachary Hamida, James-A. Goulet
2023 J jnl
Hierarchical reinforcement learning for transportation infrastructure maintenance planning.
Reliab. Eng. Syst. Saf.
Zachary Hamida, James-A. Goulet
2022 J jnl
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks.
J. Mach. Learn. Res.
Luong Ha Nguyen, James-A. Goulet
2022 J jnl
OpenIPDM: A Probabilistic Framework for Estimating the Deterioration and Effect of Interventions on Bridges.
CoRR
Zachary Hamida, Blanche Laurent, James-A. Goulet
2022 J jnl
OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges.
SoftwareX
Zachary Hamida, Blanche Laurent, James-A. Goulet
2021 J jnl
Analytically Tractable Bayesian Deep Q-Learning.
CoRR
Luong Ha Nguyen, James-A. Goulet
2021 J jnl
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks.
CoRR
Luong Ha Nguyen, James-A. Goulet
2021 J jnl
Analytically Tractable Inference in Deep Neural Networks.
CoRR
Luong Ha Nguyen, James-A. Goulet
2021 J jnl
Tractable Approximate Gaussian Inference for Bayesian Neural Networks.
J. Mach. Learn. Res.
James-A. Goulet, Luong Ha Nguyen, Saeid Amiri
2020 J jnl
Tractable Approximate Gaussian Inference for Bayesian Neural Networks.
CoRR
James-A. Goulet, Luong Ha Nguyen, Saeid Amiri
2017 J jnl
A machine learning approach for characterizing soil contamination in the presence of physical site discontinuities and aggregated samples.
Adv. Eng. Informatics
Alyssa Ngu-Oanh Quach, Lucie Tabor, Dany Dumont, Benoit Courcelles, James-A. Goulet
2017 J jnl
Measurement system design for civil infrastructure using expected utility.
Adv. Eng. Informatics
Romain Pasquier, James-A. Goulet, Ian F. C. Smith
2015 J jnl
The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems.
CoRR
James-A. Goulet
2014 J jnl
Exploring approaches to improve the performance of autonomous monitoring with imperfect data in location-aware wireless sensor networks.
Adv. Eng. Informatics
Xiaowei Luo, William J. O'Brien, Fernanda Leite, James-A. Goulet
2013 J jnl
Model falsification diagnosis and sensor placement for leak detection in pressurized pipe networks.
Adv. Eng. Informatics
James-A. Goulet, Sylvain Coutu, Ian F. C. Smith
2013 J jnl
Performance-Driven Measurement System Design for Structural Identification.
J. Comput. Civ. Eng.
James-A. Goulet, Ian F. C. Smith