Papers matching “time series” in Anomaly Detection Techniques and Applications 21
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PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova
1citations -
A Novel Hybrid Methodology for Anomaly Detection in Time Series2022 International Journal of Computational Intelligence Systems article Computer Science Anomaly Detection Techniques and Applications Open access
Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Lukas Märtin, Arne Peine, Marlies Morgen, +2 more
6citations -
Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions2024 Engineering Applications of Artificial Intelligence article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
41citations -
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
9citations -
Online Model-Based Anomaly Detection in Multivariate Time Series: Survey, Research Challenges and Future Directions2024 SSRN Electronic Journal preprint Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
0citations -
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-State Multivariate Time-Series Data2025 Studies in computational intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
2citations -
Corrigendum to “Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions” [Eng. Appl. Artif. Intell. 138 (2024) 109323]2025 Engineering Applications of Artificial Intelligence erratum Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
0citations -
Anomaly Detection in Control Systems With Interval Dissimilarity2022 Cybernetics & Informatics (K&I) conference-paper Computer Science Anomaly Detection Techniques and Applications
Marco Kemmerling, Maciej Combrzynski-Nogala, Marc Hasler, Chrismarie Enslin, Daniel Lütticke, Robert Heinrich Schmitt
0citations -
Anomaly Detection in Intensive Care Unit Data: A Comparative Analysis2026 International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) conference-paper Computer Science Anomaly Detection Techniques and Applications
Simon Fonck, Lavinia Goldermann, Sebastian Johannes Fritsch, Lena Olivier, André Stollenwerk
0citations -
The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations
21 results