| 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 | 112 | 2021 |
| 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 | 76 | 2016 |
| 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 | 49 | 2021 |
| Variational Bayesian adaptive Kalman filter for asynchronous multirate multi-sensor integrated navigation system N Davari, A Gholami Ocean Engineering 174, 108-116, 2019 | 47 | 2019 |
| Asynchronous direct Kalman filtering approach for underwater integrated navigation system M Shabani, A Gholami, N Davari Nonlinear Dynamics 80, 71-85, 2015 | 43 | 2015 |
| 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 | 27 | 2013 |
| 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 | 20 | 2021 |
| Multirate adaptive Kalman filter for marine integrated navigation system N Davari, A Gholami, M Shabani The Journal of Navigation 70 (3), 628-647, 2017 | 18 | 2017 |
| Explainable predictive maintenance S Pashami, S Nowaczyk, Y Fan, J Jakubowski, N Paiva, N Davari, ... arXiv preprint arXiv:2306.05120, 2023 | 15 | 2023 |
| 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 | 10 | 2022 |
| 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 | 8 | 2022 |
| 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 | 7 | 2016 |
| 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 | 5 | 2022 |
| 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 | 5 | 2018 |
| From fault detection to anomaly explanation: A case study on predictive maintenance BV João Gama, Rita P Ribeiro, Saulo Mastelini, Narjes Davari Journal of Web Semantics, 2024 | 3 | 2024 |
| Landscape Change Detection based on Agnostic Aerial Image Segmentation CF Narjes Davari, Matias Molina, Rita P Ribeiro SoGood 2024 - ECML-PKDD Workshop on Data Science for Social Good, 1-15, 2024 | | 2024 |
| A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance BV João Gama, Rita P Ribeiro, Saulo Mastelini, Narjes Davari arXiv preprint arXiv:2404.14455, 2024 | | 2024 |
| Detecting and Explaining Anomalies in the Air Production Unit of a Train N Davari, B Veloso, RP Ribeiro, JM Portela Da Gama Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 358-364, 2024 | | 2024 |
Rita P. RibeiroFaculty of Sciences, University of Porto and INESC TECยืนยันอีเมลแล้วที่ fc.up.pt