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José Manuel Navarro González
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Year
Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques
JMN Gonzalez, JA Jimenez, JCD Lopez, HA Parada G.
IEEE Communications Magazine 55 (9), 126-131, 2017
432017
Local evaluation of time series anomaly detection algorithms
A Huet, JM Navarro, D Rossi
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
362022
Applying event stream processing to network online failure prediction
JC Duenas, JM Navarro, J Andion, F Cuadrado
IEEE Communications Magazine 56 (1), 166-170, 2018
262018
Random histogram forest for unsupervised anomaly detection
A Putina, M Sozio, D Rossi, JM Navarro
2020 IEEE International Conference on Data Mining (ICDM), 1226-1231, 2020
192020
Human readable network troubleshooting based on anomaly detection and feature scoring
JM Navarro, A Huet, D Rossi
Computer Networks 219, 109447, 2022
72022
HURRA! Human readable router anomaly detection
JM Navarro, D Rossi
2020 32nd International Teletraffic Congress (ITC 32), 19-28, 2020
72020
System failure prediction through rare-events elastic-net logistic regression
JM Navarro, GHA Parada, JC Dueñas
2014 2nd International Conference on Artificial Intelligence, Modelling and …, 2014
52014
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation
A Finamore, C Wang, J Krolikowski, JM Navarro, F Chen, D Rossi
Proceedings of the 2023 ACM on Internet Measurement Conference, 36-51, 2023
42023
Optimizing failure prediction time windows through genetic algorithms and random forests
JMN González, JA Jiménez, JCD López
IEEE Access 6, 58307-58323, 2018
42018
Classification in sparse, high dimensional environments applied to distributed systems failure prediction
JM Navarro, HAP Parada G, JC Dueñas
Artificial Intelligence and Soft Computing: 14th International Conference …, 2015
32015
A passive, non-intrusive, cheap method to identify behaviours and habits in the Campus
J Andión Jiménez, JM Navarro González, ...
XIII Jornadas de Ingeniería telemática (JITEL 2017). Libro de actas, 40-47, 2018
22018
STREAMRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams
S Nesic, A Putina, M Bahri, A Huet, JM Navarro, D Rossi, M Sozio
2022 IEEE/ACS 19th International Conference on Computer Systems and …, 2022
12022
Efficient Wavelet Sign Prediction: Simulated Annealing vs Genetic Algorithms
JM Navarro, P Moreno, F Rodríguez-Ballester, A Martí, MA Cruz-Chávez, ...
Advances in Knowledge-Based and Intelligent Information and Engineering …, 2012
12012
Change Point Detection in WLANs with Random AP Forests
A Huet, J Krolikowski, JM Navarro, F Chen, D Rossi
Companion of the 19th International Conference on emerging Networking …, 2023
2023
Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection
JM Navarro, A Huet, D Rossi
International Conference on Automated Machine Learning, 24/1-19, 2023
2023
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation
A Finamore, C Wang, J Krolikowski, JM Navarro, F Chen, D Rossi
arXiv preprint arXiv:2309.09733, 2023
2023
Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection
JM Navarro, A Huet, D Rossi
arXiv preprint arXiv:2211.10129, 2022
2022
Smart behavioral analytics over a low-cost IoT wi-fi tracking real deployment
J Andión Jiménez, JM Navarro González, G López López, ...
2018
ITC32 2020
JM Navarro, D Rossi, A Diamanti, JMS Vilchez, M Gajić, M Furdek, ...
Analysis of genetic programming's parameters for 2D Wavelet Sign Coding
JM Navarro, O López-Granado, MP Malumbres
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Articles 1–20