IMDEA Networks
Fernando DÍEZ
Research Engineer
- Joining date: November 2020
- Leaving date: June 2021
- Email: fernando.diez@imdea.org
Publications
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks (Accepted for publication)
Juan Marcos Ramirez, Fernando Díez, Antonio Fernández-Anta, Vincenzo Mancuso.
Computer Communications. Elsevier. January 2023
Automated Identification of Network Anomalies and Their Causes with Interpretable Machine Learning: the CIAN Methodology and TTrees Implementation
Mohamed Lamine Moulay, Rafael García, Pablo Rojo, Fernando Díez, Vincenzo Mancuso, Antonio Fernández-Anta.
Computer Communications. Elsevier. July 2022
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Antonio Fernández Anta, Vincenzo Mancuso, Antonio Fernández-Anta.
Mediterranean Communication and Computer Networking Conference (MedComNet 2022). Paphos, Cyprus. June 2022
On the Experimental Assessment of QUIC and Congestion Control Schemes in Cellular Networks
Mohamed Moulay, Fernando Díez, Vincenzo Mancuso.
The 19th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2021). Online. June 2021