Documents publiés en "2022"

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Deka, B., & Goulet, J. A. (août 2022). State-based Regression for Modeling the Non-linear Dependency between Time Series [Communication écrite]. 11th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2022), Montreal, QC, Canada. Non disponible

Deka, B., Ha Nguyen, L., Amiri, S., & Goulet, J. A. (2022). The Gaussian multiplicative approximation for state-space models. Structural Control and Health Monitoring, 29(3), 20 pages. Lien externe

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Hamida, Z., & Goulet, J. A. (août 2022). Modelling the Deterioration of Infrastructure Using Network-Scale Visual Inspections [Communication écrite]. 11th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2022), Montreal, QC, Canada. Non disponible

Hamida, Z., & Goulet, J. A. (2022). Quantifying the effects of interventions based on visual inspections from a network of bridges. Structure and Infrastructure Engineering, 18(8), 1222-1233. Lien externe

Hamida, Z., & Goulet, J. A. (2022). A stochastic model for estimating the network-scale deterioration and effect of interventions on bridges. Structural Control and Health Monitoring, 29(4), 25 pages. Lien externe

Hamida, Z., Laurent, B., & Goulet, J. A. (2022). OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges. SoftwareX, 18, 101077 (6 pages). Lien externe

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Laurent, B., Hamida, Z., & Goulet, J. A. (août 2022). Estimating the Bias Associated with Inspectors in the Context of Visual Inspections on Infrastructure [Communication écrite]. 11th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2022), Montreal, QC, Canada. Non disponible

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Nguyen, L. H., & Goulet, J. A. (2022). Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. Journal of Machine Learning Research, 23(50), 33 pages. Disponible

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Vuong, V.-D., & Goulet, J. A. (août 2022). Bayesian Long-Short Term Memory Neural Network for Dam Behavior Prediction [Communication écrite]. 11th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2022), Montreal, QC, Canada. Non disponible