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Narjes Davari
Narjes Davari
Data Scientist, INESCTEC
Dirección de correo verificada de inesctec.pt
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A Survey on Data-Driven Predictive Maintenance for the Railway Industry
N Davari, B Veloso, GA Costa, PM Pereira, R P. Ribeiro, J Gama
Sensors 17 (5739), 2021
622021
An asynchronous adaptive direct Kalman filter algorithm to improve underwater navigation system performance
N Davari, A Gholami
IEEE Sensors Journal 17 (4), 1061-1068, 2016
602016
Asynchronous direct Kalman filtering approach for underwater integrated navigation system
M Shabani, A Gholami, N Davari
Nonlinear Dynamics 80, 71-85, 2015
382015
Variational Bayesian adaptive Kalman filter for asynchronous multirate multi-sensor integrated navigation system
N Davari, A Gholami
Ocean Engineering 174, 108-116, 2019
352019
Implementation and performance comparison of indirect Kalman filtering approaches for AUV integrated navigation system using low cost IMU
MS Sheijani, A Gholami, N Davari, M Emami
21st Iranian Conference on Electrical Engineering (ICEE), 2013, 1-6, 2013
262013
Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry
N Davari, B Veloso, RP Ribeiro, PM Pereira, J Gama
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
242021
Multirate adaptive Kalman filter for marine integrated navigation system
N Davari, A Gholami, M Shabani
The Journal of Navigation 70 (3), 628-647, 2017
152017
Real-time outlier detection applied to a Doppler velocity log sensor based on hybrid autoencoder and recurrent neural network
N Davari, AP Aguiar
IEEE Journal of Oceanic Engineering 46 (4), 1288-1301, 2021
142021
Explainable predictive maintenance
S Pashami, S Nowaczyk, Y Fan, J Jakubowski, N Paiva, N Davari, ...
arXiv preprint arXiv:2306.05120, 2023
72023
Performance Enhancement of GPS/INS Integrated Navigation System Using Wavelet Based De-noising method
N Davari, A Gholami, M Shabani
Amirkabir International Journal of Electrical & Electronics Engineering 48 …, 2016
62016
Fault forecasting using data-driven modeling: a case study for metro do Porto data set
N Davari, B Veloso, RP Ribeiro, J Gama
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
52022
An auv navigation system using an adaptive error state kalman filter based on variational bayesian
N Davari, AP Aguiar, JB de Sousa
2018 IEEE/OES Autonomous Underwater Vehicle Workshop (AUV), 1-6, 2018
52018
A fault detection framework based on lstm autoencoder: A case study for volvo bus data set
N Davari, S Pashami, B Veloso, S Nowaczyk, Y Fan, PM Pereira, ...
International Symposium on Intelligent Data Analysis, 39-52, 2022
42022
Online anomaly explanation: a case study on predictive maintenance
RP Ribeiro, SM Mastelini, N Davari, E Aminian, B Veloso, J Gama
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
32022
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Artículos 1–14