Learning from Time-Changing Data with Adaptive Windowing

• Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices

  2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization 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
• Modelling Concept Drift in Dynamic Data Streams for Recommender Systems

  2024 ACM Transactions on Recommender Systems article Computer Science Recommender Systems and Techniques Open access

  7

  citations
• Inline optimization for injection molding processes for abrupt and gradual process behavior alterations

  2024 AIP conference proceedings conference-paper Engineering Fault Detection and Control Systems Open access

  0

  citations
• An Experimental Evaluation of Process Concept Drift Detection

  2023 Proceedings of the VLDB Endowment article Business, Management and Accounting Business Process Modeling and Analysis

  16

  citations
• Process-Oriented Stream Classification Pipeline: A Literature Review

  2022 Applied Sciences article Computer Science Data Stream Mining Techniques Open access

  6

  citations
• Algorithm Recommendation for Data Streams

  2022 Cognitive technologies book-chapter Computer Science Data Stream Mining Techniques Open access

  1

  citations
• A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards

  2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  71

  citations

8 results