Time-series clustering – A decade review

• 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
• Enhancing explainability in process variant analysis: a framework for detecting and interpreting control-flow changes

  2025 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access

  1

  citations
• Unlocking learner engagement and performance: A multidimensional approach to mapping learners to learning cohorts

  2024 Education and Information Technologies article Computer Science Online Learning and Analytics

  3

  citations
• Athlete Monitoring in Professional Road Cycling Using Similarity Search on Time Series Data

  2023 Communications in computer and information science conference-paper Computer Science Time Series Analysis and Forecasting

  0

  citations
• xPM: Enhancing exogenous data visibility

  2022 Artificial Intelligence in Medicine article Business, Management and Accounting Business Process Modeling and Analysis Open access

  10

  citations
• A tool for automated detection of hidden operation modes in building energy systems

  2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• A modeler's guide to handle complexity in energy systems optimization

  2021 Advances in Applied Energy article Engineering Integrated Energy Systems Optimization Open access

  200

  citations
• Semi-supervised time series classification method for quantum computing

  2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

  10

  citations
• Advances in Multi-Process Hybrid Production Cells for Rapid Individualised Laser-Based Production

  2021 Applied Sciences article Engineering Flexible and Reconfigurable Manufacturing Systems Open access

  3

  citations
• Big Data und künstliche Intelligenz in der Medizin

  2020 Springer eBooks book-chapter Medicine Artificial Intelligence in Healthcare and Education

  0

  citations
• A Review on Time Series Aggregation Methods for Energy System Models

  2020 Energies article Engineering Integrated Energy Systems Optimization Open access

  224

  citations
• Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories

  2020 Lecture notes in computer science conference-paper Computer Science Time Series Analysis and Forecasting

  2

  citations

12 results