Anomaly Detection for Discrete Sequences: A Survey

• Next-Gen Contextual Anomaly Detection for Sustainable and Efficient Production in Industry 4.0

  2026 Communications in computer and information science conference-paper Engineering Fault Detection and Control Systems Open access

  0

  citations
• PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series

  2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access

  1

  citations
• Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions

  2024 Engineering Applications of Artificial Intelligence article Computer Science Anomaly Detection Techniques and Applications Open access

  41

  citations
• Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection

  2023 Computers in Industry article Computer Science Anomaly Detection Techniques and Applications Open access

  44

  citations
• A data-centric approach to anomaly detection in layer-based additive manufacturing

  2023 at - Automatisierungstechnik article Engineering Industrial Vision Systems and Defect Detection

  12

  citations
• Online Time-series Anomaly Detection: A Survey of Modern Model-based Approaches

  2022 Research Square preprint Computer Science Anomaly Detection Techniques and Applications Open access

  5

  citations
• Demystifying Noise and Outliers in Event Logs: Review and Future Directions

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  19

  citations

7 results