IMDEA Networks
User Publications
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
Computer Communications. Elsevier. February 2023
Automated Identification of Network Anomalies and Their Causes with Interpretable Machine Learning: the CIAN Methodology and TTrees Implementation
Mohammed 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, Pablo Rojo, 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