W3155567600

• Prediction-based strategies for robust near real-time GPS signal anomaly detection on a global scale

  2026 Advances in Space Research article Engineering GNSS positioning and interference Open access

  0

  citations
• The Internet of Production: Accelerating the Optimization of Production Processes via Models-in-the-Middle

  2026 Internet of things book-chapter Engineering Digital Transformation in Industry

  0

  citations
• Sequential Outlier Detection in Nonstationary Time Series

  2025 Journal of Time Series Analysis article Computer Science Anomaly Detection Techniques and Applications Open access

  2

  citations
• OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data

  2025 Communications in computer and information science conference-paper Computer Science Anomaly Detection Techniques and Applications

  3

  citations
• Deep Learning-Based Anomaly Detection in Energy Consumption Data of Buildings: A Comparative Study

  2025 conference-paper Computer Science Anomaly Detection Techniques and Applications

  0

  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
• Context, Composition, Automation, and Communication: The C 2 AC Roadmap for Modeling and Simulation

  2024 ACM Transactions on Modeling and Computer Simulation article Decision Sciences Simulation Techniques and Applications

  19

  citations
• MS2OD: outlier detection using minimum spanning tree and medoid selection

  2024 Machine Learning Science and Technology article Computer Science Anomaly Detection Techniques and Applications Open access

  52

  citations
• Explainable Multi-Modal and Local Approaches to Modelling Injuries in Sports Data

  2023 IEEE ... International Conference on Data Mining workshops conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  4

  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
• Review of automated time series forecasting pipelines

  2022 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access cited by 1 patent

  81

  citations

11 results