Narjes Davari

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Anomaly Detection

Detect Anomalies

Preventive Maintenance

Top Venues

PKDD/ECML Workshops (2)

Publications

João Gama, Rita P. Ribeiro, Saulo Martiello Mastelini, Narjes Davari, Bruno Veloso
A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance. CoRR (2024)
Narjes Davari, Bruno Veloso, Rita Paula Ribeiro, João Manuel Portela da Gama
Detecting and Explaining Anomalies in the Air Production Unit of a Train. SAC (2024)
Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama
Explainable Predictive Maintenance. CoRR (2023)
Narjes Davari, Sepideh Pashami, Bruno Veloso, Slawomir Nowaczyk, Yuantao Fan, Pedro Mota Pereira, Rita P. Ribeiro, João Gama
A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set. IDA (2022)
Rita P. Ribeiro, Saulo Martiello Mastelini, Narjes Davari, Ehsan Aminian, Bruno Veloso, João Gama
Online Anomaly Explanation: A Case Study on Predictive Maintenance. PKDD/ECML Workshops (2) (2022)
Narjes Davari, Bruno Veloso, Rita P. Ribeiro, João Gama
Fault Forecasting Using Data-Driven Modeling: A Case Study for Metro do Porto Data Set. PKDD/ECML Workshops (2) (2022)
Narjes Davari, Bruno Veloso, Gustavo de Assis Costa, Pedro Mota Pereira, Rita P. Ribeiro, João Gama
A Survey on Data-Driven Predictive Maintenance for the Railway Industry. Sensors 21 (17) (2021)
Narjes Davari, Bruno Veloso, Rita P. Ribeiro, Pedro Mota Pereira, João Gama
Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry. DSAA (2021)