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Afonso Lourenço
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Adaptive time series representation for out-of-round railway wheels fault diagnosis in wayside monitoring
A Lourenço, C Ferraz, D Ribeiro, A Mosleh, P Montenegro, C Vale, ...
Engineering Failure Analysis 152, 107433, 2023
132023
Online adaptive learning for out-of-round railway wheels detection
A Lourenço, J Meira, G Marreiros
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 418-421, 2023
52023
Using an explainable machine learning approach to minimize opportunistic maintenance interventions
A Lourenço, M Fernandes, A Canito, A Almeida, G Marreiros
Highlights in Practical Applications of Agents, Multi-Agent Systems, and …, 2022
52022
Automated green machine learning for condition-based maintenance
A Lourenço, C Ferraz, J Meira, G Marreiros, V Bolón-Canedo, ...
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2023
42023
Using simulation to evaluate a concept drift detector for condition based maintenance
A Lourenço, M Fernandes, G Marreiros, JM Corchado
IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022
32022
Time series data mining for railway wheel and track monitoring: a survey
A Lourenço, D Ribeiro, M Fernandes, G Marreiros
Neural Computing and Applications, 1-19, 2024
2024
Wayside monitoring system for safe rail transportation-the WAY4SAFERAIL project
C Vale, D Ribeiro, A Mosleh, P Montenegro, A Meixedo, G Marreiros, ...
CORE 2023 Conference on Railway Excellence: Celebrating 25 Years in Motion …, 2023
2023
Simulation of wheel defects and train unbalanced loads for smart detection based on wayside monitoring systems
C Vale, D Ribeiro, A Mosleh, P Montenegro, R Silva, M Mohammadi, ...
XLIII Ibero-Latin American Congress on Computational Methods in Engineering …, 2022
2022
Imputation of Industrial Streaming Data Using Arima Models and Kalman Filter
M Fernandes, A Lourenço, G Marreiros, J Corchado
Available at SSRN 4734890, 0
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