Sergio Martinez Tagliafico

Publications

Citations

H-Index

2022

Active since

Affiliations

Universidad de la República de Uruguay(Current)

Sergio Martinez Tagliafico is an author at Universidad de la República de Uruguay specializing in pattern recognition, anomaly detection, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningAnomaly DetectionData AugmentationOutlier DetectionPattern Recognition

Publications per year

2022–2023

Publications

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 et al. · IEEE Transactions on Network and Service Management · 2023 · 15 citations · Full text

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

Gastón García González, Sergio Martinez Tagliafico, Alicia Fernandez Iie-Fing et al. · 2022 · 12 citations

Data Augmentation, Convolutional Neural Network, Anomaly Detection +14

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