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Lucas Correia
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Unsupervised Learning
Multivariate Time Series
Network Intrusion Detection
Image Segmentation
Top Venues
CoRR
IJCCI
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Publications
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Lucas Correia
,
Jan-Christoph Goos
,
Philipp Klein
,
Thomas Bäck
,
Anna V. Kononova
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series Data.
CoRR
(2024)
Lucas Correia
,
Jan-Christoph Goos
,
Philipp Klein
,
Thomas Bäck
,
Anna V. Kononova
MA-VAE: Multi-head Attention-based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-series Applied to Automotive Endurance Powertrain Testing.
CoRR
(2023)
Lucas Correia
,
Jan-Christoph Goos
,
Philipp Klein
,
Thomas Bäck
,
Anna V. Kononova
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing.
IJCCI
(2023)