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Pablo J. Rojo Maroni
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2020 – today
- 2023
- [j2]Juan Marcos Ramirez, Fernando Díez Muñoz
, Pablo J. Rojo Maroni, Vincenzo Mancuso
Explainable machine learning for performance anomaly detection and classification in mobile networks. Comput. Commun. 200: 113-131 (2023) - 2022
- [j1]Mohamed Moulay
Automated identification of network anomalies and their causes with interpretable machine learning: The CIAN methodology and TTrees implementation. Comput. Commun. 191: 327-348 (2022) - [c3]Juan Marcos Ramirez, 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: 103-112 - 2021
- [c2]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: 199-208 - [i1]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 abs/2108.13156 (2021) - 2020
- [c1]Mohamed Moulay
A Novel Methodology for the Automated Detection and Classification of Networking Anomalies. INFOCOM Workshops 2020: 780-786
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