José M. Navarro

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 9

Top Topics

Machine Learning

Failure Prediction

Anomaly Detection

Top Venues

IEEE Commun. Mag.

Wirel. Commun. Mob. Comput.

Publications

José M. Navarro, Alexis Huet, Dario Rossi
Human readable network troubleshooting based on anomaly detection and feature scoring. CoRR (2021)
José M. Navarro, Dario Rossi
HURRA! Human readable router anomaly detection. CoRR (2021)
José M. Navarro, Dario Rossi
HURRA! Human readable router anomaly detection. ITC (2020)
José M. Navarro, Dario Rossi
HURRA! Human-Readable Router Anomaly Detection. INFOCOM Workshops (2020)
Andrian Putina, Mauro Sozio, Dario Rossi, José M. Navarro
Random Histogram Forest for Unsupervised Anomaly Detection. ICDM (2020)
Juan C. Dueñas, José M. Navarro, Hugo A. Parada G., Javier Andion Jimenez, Félix Cuadrado
Applying Event Stream Processing to Network Online Failure Prediction. IEEE Commun. Mag. 56 (1) (2018)
Javier Andion Jimenez, José M. Navarro, Gregorio López, Manuel Alvarez-Campana, Juan C. Dueñas
Smart Behavioral Analytics over a Low-Cost IoT Wi-Fi Tracking Real Deployment. Wirel. Commun. Mob. Comput. 2018 (2018)
José M. Navarro, Javier Andion Jimenez, Juan Carlos Dueñas López
Optimizing Failure Prediction Time Windows Through Genetic Algorithms and Random Forests. IEEE Access 6 (2018)
José M. Navarro, Javier Andion Jimenez, Juan Carlos Dueñas López, Hugo A. Parada G.
Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques. IEEE Commun. Mag. 55 (9) (2017)
José M. Navarro, Hugo A. Parada G., Juan C. Dueñas
Classification in Sparse, High Dimensional Environments Applied to Distributed Systems Failure Prediction. ICAISC (2015)