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José Manuel Navarro
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2020 – today
- 2023
- [c9]José Manuel Navarro, Alexis Huet, Dario Rossi:
Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection. AutoML 2023: 24/1-19 - [c8]Alexis Huet
, Jonatan Krolikowski
Change Point Detection in WLANs with Random AP Forests. CoNEXT (Companion) 2023: 29-36 - [c7]Alessandro Finamore
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. IMC 2023: 36-51 - [i5]Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi:
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. CoRR abs/2309.09733 (2023) - 2022
- [j5]José Manuel Navarro
Human readable network troubleshooting based on anomaly detection and feature scoring. Comput. Networks 219: 109447 (2022) - [c6]Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio:
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. AICCSA 2022: 1-8 - [c5]Alexis Huet, José Manuel Navarro
Local Evaluation of Time Series Anomaly Detection Algorithms. KDD 2022: 635-645 - [i4]Alexis Huet, José Manuel Navarro, Dario Rossi:
Local Evaluation of Time Series Anomaly Detection Algorithms. CoRR abs/2206.13167 (2022) - [i3]José Manuel Navarro, Alexis Huet, Dario Rossi:
Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection. CoRR abs/2211.10129 (2022) - 2021
- [i2]José Manuel Navarro
HURRA! Human readable router anomaly detection. CoRR abs/2107.11078 (2021) - [i1]José Manuel Navarro, Alexis Huet, Dario Rossi:
Human readable network troubleshooting based on anomaly detection and feature scoring. CoRR abs/2108.11807 (2021) - 2020
- [c4]Andrian Putina, Mauro Sozio, Dario Rossi, José Manuel Navarro
Random Histogram Forest for Unsupervised Anomaly Detection. ICDM 2020: 1226-1231 - [c3]José Manuel Navarro, Dario Rossi:
HURRA! Human-Readable Router Anomaly Detection. INFOCOM Workshops 2020: 1320-1321 - [c2]José Manuel Navarro
HURRA! Human readable router anomaly detection. ITC 2020: 19-28
2010 – 2019
- 2019
- [d1]Javier Andión
Computer Network Events. IEEE DataPort, 2019 - 2018
- [j4]José Manuel Navarro
Optimizing Failure Prediction Time Windows Through Genetic Algorithms and Random Forests. IEEE Access 6: 58307-58323 (2018) - [j3]Juan C. Dueñas, José Manuel Navarro
Applying Event Stream Processing to Network Online Failure Prediction. IEEE Commun. Mag. 56(1): 166-170 (2018) - [j2]Javier Andion Jimenez
Smart Behavioral Analytics over a Low-Cost IoT Wi-Fi Tracking Real Deployment. Wirel. Commun. Mob. Comput. 2018: 3136471:1-3136471:24 (2018) - 2017
- [j1]José Manuel Navarro
Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques. IEEE Commun. Mag. 55(9): 126-131 (2017) - 2015
- [c1]José Manuel Navarro, Hugo A. Parada G.
Classification in Sparse, High Dimensional Environments Applied to Distributed Systems Failure Prediction. ICAISC 2015: 714-726
Coauthor Index
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