IMDEA Networks
Dr. Serly MOGHADAS
Data Scientist en Axon Networks
- Fecha de graduación: Jul 2026
- PhD: Telemática - Universidad Carlos III de Madrid. Madrid, España
- Tesis doctoral: Scalable and Explainable Deep Neural Network Frameworks for Mobile Traffic Forecasting
- Supervisor: Dr. Joerg WIDMER
- Fecha de incorporación: Mayo 2021
- Fecha de cese: Mayo 2025
Publicaciones
A Scalable DNN Training Framework for Traffic Forecasting in Mobile Networks
Serly Moghadas, Claudio Fiandrino, Joerg Widmer
IEEE International Conference on Machine Learning for Communication and Networking. Barcelona, Spain. Mayo 2025
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI
Serly Moghadas, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. Enero 2025
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens
Serly Moghadas, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. Mayo 2023
Towards Native Explainable and Robust AI in 6G Networks (Poster)
Giulia Attanasio, Serly Moghadas, Claudio Fiandrino, Marco Fiore, Joerg Widmer
12th IMDEA Networks Annual International Workshop. Madrid, Spain. Junio 2022