José Manuel Navarro

22 papers A* 2A 2C 2Misc 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Changepoint Detection via Subset Chains.
PAKDD (4)
Alexis Huet, José Manuel Navarro, Dario Rossi
2024 J jnl
A Systematic Comparison of Large Language Models Performance for Intrusion Detection.
PACMNET
Minh-Thanh Bui, Matteo Boffa, Rodolfo Vieira Valentim, José Manuel Navarro, Fuxing Chen, Xiaosheng Bao, Zied Ben-Houidi, Dario Rossi
2023 — conf
Change Point Detection in WLANs with Random AP Forests.
CoNEXT (Short Papers)
Alexis Huet, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi
2023 J jnl
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation.
CoRR
Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi
2023 — conf
Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection.
AutoML
José Manuel Navarro, Alexis Huet, Dario Rossi
2023 A conf
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation.
IMC
Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi
2022 J jnl
Human readable network troubleshooting based on anomaly detection and feature scoring.
Comput. Networks
José Manuel Navarro, Alexis Huet, Dario Rossi
2022 A* conf
Local Evaluation of Time Series Anomaly Detection Algorithms.
KDD
Alexis Huet, José Manuel Navarro, Dario Rossi
2022 J jnl
Local Evaluation of Time Series Anomaly Detection Algorithms.
CoRR
Alexis Huet, José Manuel Navarro, Dario Rossi
2022 J jnl
Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection.
CoRR
José Manuel Navarro, Alexis Huet, Dario Rossi
2022 C conf
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams.
AICCSA
Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio
2021 J jnl
HURRA! Human readable router anomaly detection.
CoRR
José Manuel Navarro, Dario Rossi
2021 J jnl
Human readable network troubleshooting based on anomaly detection and feature scoring.
CoRR
José Manuel Navarro, Alexis Huet, Dario Rossi
2020 A conf
HURRA! Human readable router anomaly detection.
ITC
José Manuel Navarro, Dario Rossi
2020 — conf
HURRA! Human-Readable Router Anomaly Detection.
INFOCOM Workshops
José Manuel Navarro, Dario Rossi
2020 A* conf
Random Histogram Forest for Unsupervised Anomaly Detection.
ICDM
Andrian Putina, Mauro Sozio, Dario Rossi, José Manuel Navarro
2018 J jnl
Applying Event Stream Processing to Network Online Failure Prediction.
IEEE Commun. Mag.
Juan C. Dueñas, José Manuel Navarro, Hugo A. Parada G., Javier Andion Jimenez, Félix Cuadrado
2018 J jnl
Optimizing Failure Prediction Time Windows Through Genetic Algorithms and Random Forests.
IEEE Access
José Manuel Navarro, Javier Andion Jimenez, Juan Carlos Dueñas López
2018 J jnl
Smart Behavioral Analytics over a Low-Cost IoT Wi-Fi Tracking Real Deployment.
Wirel. Commun. Mob. Comput.
Javier Andion Jimenez, José Manuel Navarro, Gregorio López, Manuel Alvarez-Campana, Juan C. Dueñas
2017 J jnl
Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques.
IEEE Commun. Mag.
José Manuel Navarro, Javier Andion Jimenez, Juan Carlos Dueñas López, Hugo A. Parada G.
2015 Misc conf
Classification in Sparse, High Dimensional Environments Applied to Distributed Systems Failure Prediction.
ICAISC
José Manuel Navarro, Hugo A. Parada G., Juan C. Dueñas
1989 C conf
ASDE: Design of a Transformational Environment for LOTOS.
FORTE
Gonzalo León, Carlos Delgado Kloos, Gustavo-Adolfo Ramírez-González, M. A. Ruz, Saturnino Marchena Rodriguez, L. Santos, José Manuel Navarro