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Federated Learning Analytics: Investigating the Privacy-Performance Trade-Off in Machine Learning for Educational Analytics2024 Lecture notes in computer science conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Max van Haastrecht, Matthieu J. S. Brinkhuis, Marco René Spruit
9citations -
Embracing Trustworthiness and Authenticity in the Validation of Learning Analytics Systems2023 International Learning Analytics and Knowledge Conference (LAK) conference-paper Computer Science Online Learning and Analytics Open access
Max van Haastrecht, Matthieu J. S. Brinkhuis, Jessica Peichl, Bernd Remmele, Marco René Spruit
7citations -
Learning Analytics Data Visualization in a Virtual Reality Teacher Training Simulation2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Online Learning and Analytics Open access
Birte Heinemann, Sergej Görzen, Ana Dragoljic, Jasmin Hartanto, Lars Florian Meiendresch, Jona Recker, +3 more
0citations -
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences2023 ACM/IEEE Joint Conference on Digital Libraries conference-paper Computer Science Privacy-Preserving Technologies in Data
Zeyd Boukhers, Arnim Bleier, Yeliz Üçer Yediel, Mio Hienstorfer-Heitmann, Mehrshad Jaberansary, Sascha Welten, +2 more
1citations -
ExeKGLib: A Platform for Machine Learning Analytics Based on Knowledge Graphs2025 Lecture notes in computer science conference-paper Decision Sciences Scientific Computing and Data Management
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhimeng Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, +1 more
0citations -
Exploring Effects of Gamified Collaborative Face-to-Face Learning of Regular Expressions2021 IEEE International Conference on Advanced Learning Technologies (ICALT) conference-paper Psychology Educational Games and Gamification
Matthias Ehlenz, Bastian Küppers, Thiemo Leonhardt, Ulrik Schroeder
0citations -
Ampel-Grader: Traffic-Light Feedback for Self-Regulated Learning in Digital Exercises2026 RWTH Publications (RWTH Aachen) conference-paper Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access
Laurenz Alexander Neumann, Maximilian Kissgen, Michal Piotr Slupczynski, Stefan Decker
0citations -
Data Analytics Production Line Optimization Model (DAPLOM) - A Systematic Framework for Process Optimizations2021 Lecture notes in production engineering conference-paper Engineering Digital Transformation in Industry
Durmus Harman, Daniel Buschmann, Michael Knapp, Robert Heinrich Schmitt, H. Eigenbrod
4citations -
Development of a DNI Forecast Tool Based on Machine Learning for the Smart Operation of a Parabolic Trough Collector System with Thermal Energy Storage2024 SolarPACES Conference Proceedings conference-paper Computer Science Solar Radiation and Photovoltaics Open access
Johannes Christoph Sattler, Siddharth Dutta, Spiros Alexopoulos, Adnan Kawam, Cristiano Teixeira Boura, Ulf Herrmann, +1 more
0citations -
Interpreting Black-box Machine Learning Models for High Dimensional Datasets2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more
19citations