Sergio Martinez Tagliafico

According to our database, Sergio Martinez Tagliafico authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models.

Manuel Sánchez-Laguardia, Gastón García González, Emilio Martínez, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez

Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, 2025

2024

One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data.

Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez Sena, José Acuña, Pedro Casas

IEEE Trans. Netw. Serv. Manag., April, 2024

2023

TELCO.

Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas

Dataset, August, 2023

2022

DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders.

Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas

Proceedings of the IEEE European Symposium on Security and Privacy, 2022