Anomaly detection in time series

• Investigation of Criteria for Wire-Arc Spraying Process Stability

  2026 Journal of Thermal Spray Technology article Engineering High-Temperature Coating Behaviors

  0

  citations
• 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
• SemTS: Ontology and Vocabularies for the Semantic Categorization of Time Series Knowledge

  2026 Lecture notes in computer science conference-paper Computer Science Semantic Web and Ontologies

  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
• 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
• Towards an Ontology for Representing Time Series Knowledge: Motivation, Requirements and Concept

  2025 Lecture notes in business information processing conference-paper Computer Science Semantic Web and Ontologies

  3

  citations
• Time Series Prediction for Anomalies Detection in Concentrating Solar Power Plants Using Long Short-Term Memory Networks

  2024 Communications in computer and information science conference-paper Engineering Fault Detection and Control Systems

  0

  citations
• Evaluation of Offline Data Synchronization Approaches in data-intense Manufacturing

  2024 Procedia CIRP article Engineering Digital Transformation in Industry Open access

  0

  citations

10 results

• Time Series Encodings with Temporal Convolutional Networks

  2020 Lecture notes in computer science conference-paper Computer Science Anomaly Detection Techniques and Applications Open access

  34

  citations
• MarkusThill/MGAB: The Mackey-Glass Anomaly Benchmark

  2020 Figshare dataset Computer Science Anomaly Detection Techniques and Applications Open access

  9

  citations

2 results