José Manuel Navarro

According to our database, José Manuel Navarro authored at least 16 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation.

Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi

CoRR, 2023

Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation.

Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

Change Point Detection in WLANs with Random AP Forests.

Alexis Huet, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi

Proceedings of the Companion of the 19th International Conference on emerging Networking EXperiments and Technologies, 2023

Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection.

José Manuel Navarro, Alexis Huet, Dario Rossi

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection.

José Manuel Navarro, Alexis Huet, Dario Rossi

CoRR, 2022

Human readable network troubleshooting based on anomaly detection and feature scoring.

José Manuel Navarro, Alexis Huet, Dario Rossi

Comput. Networks, 2022

Local Evaluation of Time Series Anomaly Detection Algorithms.

Alexis Huet, José Manuel Navarro, Dario Rossi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams.

Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio

Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2020

HURRA! Human readable router anomaly detection.

José Manuel Navarro, Dario Rossi

Proceedings of the 32nd International Teletraffic Congress, 2020

Random Histogram Forest for Unsupervised Anomaly Detection.

Andrian Putina, Mauro Sozio, Dario Rossi, José Manuel Navarro

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Computer Network Events.

Javier Andión, José Manuel Navarro, Juan Carlos Dueñas López

Dataset, September, 2019

2018

Smart Behavioral Analytics over a Low-Cost IoT Wi-Fi Tracking Real Deployment.

Javier Andion Jimenez, José Manuel Navarro, Gregorio López, Manuel Alvarez-Campana, Juan C. Dueñas

Wirel. Commun. Mob. Comput., 2018

Applying Event Stream Processing to Network Online Failure Prediction.

Juan C. Dueñas, José Manuel Navarro, Hugo A. Parada G., Javier Andion Jimenez, Félix Cuadrado

IEEE Commun. Mag., 2018

Optimizing Failure Prediction Time Windows Through Genetic Algorithms and Random Forests.

José Manuel Navarro, Javier Andion Jimenez, Juan Carlos Dueñas López

IEEE Access, 2018

2017

Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques.

José Manuel Navarro, Javier Andion Jimenez, Juan Carlos Dueñas López, Hugo A. Parada G.

IEEE Commun. Mag., 2017

2015

Classification in Sparse, High Dimensional Environments Applied to Distributed Systems Failure Prediction.

José Manuel Navarro, Hugo A. Parada G., Juan C. Dueñas

Proceedings of the Artificial Intelligence and Soft Computing, 2015