Pablo J. Rojo Maroni

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Anomaly Detection

Mobile Networks

Top Venues

Comput. Commun.

INFOCOM Workshops

Publications

Juan Marcos Ramirez, Fernando Díez Muñoz, Pablo J. Rojo Maroni, Vincenzo Mancuso, Antonio Fernández Anta
Explainable machine learning for performance anomaly detection and classification in mobile networks. Comput. Commun. 200 (2023)
Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Fernando Díez Muñoz, Vincenzo Mancuso, Antonio Fernández Anta
Automated identification of network anomalies and their causes with interpretable machine learning: The CIAN methodology and TTrees implementation. Comput. Commun. 191 (2022)
Juan Marcos Ramírez, Pablo J. Rojo Maroni, Fernando Díez Muñoz, Vincenzo Mancuso, Antonio Fernández Anta
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks. MedComNet (2022)
Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Vincenzo Mancuso, Antonio Fernández Anta, Ali Safari Khatouni
MonTrees: Automated Detection and Classification of Networking Anomalies in Cellular Networks. CoRR (2021)
Mohamed Moulay, Rafael A. García Leiva, Vincenzo Mancuso, Pablo J. Rojo Maroni, Antonio Fernández Anta
TTrees: Automated Classification of Causes of Network Anomalies with Little Data. WOWMOM (2021)
Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Javier Lazaro, Vincenzo Mancuso, Antonio Fernández Anta
A Novel Methodology for the Automated Detection and Classification of Networking Anomalies. INFOCOM Workshops (2020)