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Jan-Christoph Goos

According to our database1, Jan-Christoph Goos authored at least 3 papers between 2023 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions.
[BibTeX]
[DOI]
Lucas Correia
,
Jan-Christoph Goos
,
Philipp Klein
,
Thomas Bäck
,
Anna V. Kononova
Eng. Appl. Artif. Intell., 2024

TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series Data.
[BibTeX]
[DOI]
Lucas Correia
,
Jan-Christoph Goos
,
Philipp Klein
,
Thomas Bäck
,
Anna V. Kononova
CoRR, 2024

2023
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing.
[BibTeX]
[DOI]
Lucas Correia
,
Jan-Christoph Goos
,
Philipp Klein
,
Thomas Bäck
,
Anna V. Kononova
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023


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