Research
Learning Analytics
Educational Data mining
Explainable AI
Machine Learning
Projects
| Year | Project | Funding source | Role |
|---|---|---|---|
| 2011 | Multimedia support for ECG signal processing education | University Development Foundation (CTU) | Principal Investigator |
| 2012 | Multimedia support for accessible web education | University Development Foundation (CTU) | Principal Investigator |
| 2010 - 2012 | New approaches in acquisition, evaluation and use of biological data | University Development Foundation | Researcher |
| 2013 - 2016 | New approaches in acquisition, evaluation and use of biological data II. | University Development Foundation | Researcher |
| 2013 - 2017 | OU Analyse | Internally funded by Open University | Researcher |
| 2018 | ImmaturCare: Application supporting care for ex-preterm children | Funded by city of Prague | Data Science Lead |
| 2018 - 2020 | Predictive modeling of student performance using learning resources | Czech Science Foundation | Principal Investigator |
| 2019 | Predictive modeling in Learning Analytics | University Development Foundation (CTU) | Mentor |
| 2020 - 2022 | Learning Analytics for Diversity Inspired Adaptive Learning | CATALPA | Researcher |
| 2023 - 2024 | KI-gestützte Personalisierung in der berufsbezogenen Weiterbildung | BMBF | co-principal Investigator |
| 2023 - 2025 | Implementierung von KI-basiertem Feedback und Assessment mit Trusted Learning Analytics in Hochschulen | BMBF | Researcher/Interim team lead |