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Anomaly Detection Techniques and Applications Sign in to save
46
Aachen papers (primary topic)
89
Further papers (secondary topic)
948
Citations
68
Aachen authors
Papers per year
20
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Papers 46
Open in paper search →-
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection261citations
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Outlier detection using iterative adaptive mini-minimum spanning tree generation with applications on medical data2023 Frontiers in Physiology article Computer Science Anomaly Detection Techniques and Applications Open access
Jia Li, Jiangwei Li, Chenxu Wang, Fons J. Verbeek, Tanja Schultz, Hui Liu
106citations -
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 -
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 -
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pretraining and Customized Fine-Tuning2025 Transportation Research Record Journal of the Transportation Research Board article Computer Science Anomaly Detection Techniques and Applications Open access
Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Guo Song, Bart van Arem, Haneen Farah
2citations
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