James-A. Goulet

19 papers Journal 19

Year	Rank	Type	Title / 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