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Anomaly Detection Techniques and Applications Sign in to save
Papers per year
Papers 47
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The eXPose Approach to Crosslier Detection2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
António Pereira Barata, Frank W. Takes, H.J. van den Herik, Cor J. Veenman
2citations -
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 -
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 -
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 -
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pre-Training and Customized Fine-Tuning2023 arXiv (Cornell University) preprint Computer Science Anomaly Detection Techniques and Applications Open access
Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Song, Bart van Arem, Haneen Farah
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 -
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 Sophie Olivier, Sebastian Johannes Fritsch, André Stollenwerk
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 -
Differentiating malignancy from liver parenchyma in Ex-Vivo OCT images using anomaly detection2026 Scientific Reports article Computer Science Anomaly Detection Techniques and Applications Open access
Ulrich Krispel, Alexander Pamler, Caroline Girmen, Niels König, Robert Heinrich Schmitt, Eva Eggeling, +6 more
0citations -
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
Most active Aachen authors
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Thomas Bäck 22,845 citations overall14 papers
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Anna V. Kononova 1,252 citations overall8 papers
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Lucas Correia 44 citations overall5 papers
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Matthijs van Leeuwen 2,277 citations overall4 papers
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Dorit Merhof 13,091 citations overall3 papers
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Fons J. Verbeek 6,969 citations overall3 papers
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Oliver Rippel 3,475 citations overall3 papers
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Florian Heinrichs 80 citations overall3 papers
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Simon Fonck 19 citations overall3 papers
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Lavinia Goldermann 1 citations overall3 papers
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Robert Heinrich Schmitt 12,285 citations overall2 papers
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Daniel Truhn 8,718 citations overall2 papers
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Jia Li 3,958 citations overall2 papers
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Bas van Stein 1,388 citations overall2 papers
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Yongqi Dong 383 citations overall2 papers