Deep Learning for Anomaly Detection

• A Self-Supervised Transformer for Unusable Shared Bike Detection

  2025 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Advanced Neural Network Applications

  1

  citations
• NiReject: toward automated bad channel detection in functional near-infrared spectroscopy

  2024 Neurophotonics article Medicine Optical Imaging and Spectroscopy Techniques Open access

  4

  citations
• Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems

  2024 paratext Engineering Autonomous Vehicle Technology and Safety Open access

  2

  citations
• Explainable contextual anomaly detection using quantile regression forests

  2023 Data Mining and Knowledge Discovery article Computer Science Anomaly Detection Techniques and Applications Open access

  26

  citations
• A Survey on Explainable Anomaly Detection

  2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  131

  citations
• Anomaly Detection for Automated Visual Inspection: A Review

  2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

  8

  citations
• Graph Neural Networks Based Log Anomaly Detection and Explanation

  2023 SSRN Electronic Journal preprint Computer Science Software System Performance and Reliability Open access

  8

  citations
• Autoencoders for unsupervised anomaly detection in high energy physics

  2021 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  100

  citations

8 results