Publications

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1. Benjamin Paaßen; Irena Koprinska; Kalina Yacef

   Recursive tree grammar autoencoders

   In: Peggy Cellier; Krzysztof Dembczynski; Albrecht Zimmermann; Emilie Devijver (Hrsg.). Machine Learning, Vol. Special Issue of the ECML PKDD 2022 Journal Track, Pages 1-31, Springer, 2022.

2. Gio Picones; Benjamin Paaßen; Irena Koprinska; Kalina Yacef

   Combining domain modelling and student modelling techniques in a single automated pipeline

   In: Tanja Mitrovic; Nigel Bosch (Hrsg.). Proceedings of the 15th International Conference on Educational Data Mining. International Conference on Educational Data Mining (EDM-2022), July 24-27, Durham, United Kingdom, Pages 217-227, International Educational Data Mining Society, 2022.

3. Benjamin Paaßen; Alexander Schulz; Barbara Hammer

   Reservoir Stack Machines

   In: Neurocomputing, Vol. 470, Pages 352-364, Elsevier, 2022.

4. Benjamin Paaßen; Alexander Schulz; Terrence C. Stewart; Barbara Hammer

   Reservoir Memory Machines as Neural Computers

   In: Gouhei Tanaka; Claudio Gallicchio; Alessio Micheli; Juan-Pablo Ortega; Akira Hirose (Hrsg.). IEEE Transactions on Neural Networks and Learning Systems, Vol. 33, No. 6, Pages 2575-2585, IEEE, 2022.

5. Benjamin Paaßen; Milos Kravcik

   Teaching psychomotor skills using machine learning for error detection

   In: Roland Klemke; Khaleel Asyraaf Mat Sanusi; Daniel Majonica; Anja Richert; Valérie Varney; Tobias Keller; Jan Schneider; Daniele Di Mitri; George-Petru Ciordas-Hertel; Fernando P. Cardenas-Hernandez; Gianluca Romano; Milos Kravcik; Benjamin Paaßen; Ralf Klamma; Michal Slupczynski; Stefanie Klatt; Mai Geisen; Tobias Baumgartner; Nina Riedl (Hrsg.). Proceedings of the 1st International Workshop on Multimodal Immersive Learning Systems (MILeS 2021). International Workshop on Multimodal Immersive Learning Systems (MILeS-2021), located at 16th European Conference on Technology Enhanced Learning (EC-TEL 2021), September 20-24, virtual (Bozen-Bolzano), Italy, Pages 8-14, CEUR Workshop Proceedings, 10/2021.

6. Roland Klemke; Khaleel Asyraaf Mat Sanusi; Daniel Majonica; Anja Richert; Valérie Varney; Tobias Keller; Jan Schneider; Daniele Di Mitri; George-Petru Ciordas-Hertel; Fernando P. Cardenas-Hernandez; Gianluca Romano; Milos Kravcik; Benjamin Paaßen; Ralf Klamma; Michal Slupczynski; Stefanie Klatt; Mai Geisen; Tobias Baumgartner; Nina Riedl (Hrsg.)

   Proceedings of the 1st International Workshop on Multimodal Immersive Learning Systems (MILeS 2021)

   International Workshop on Multimodal Immersive Learning Systems (MILeS-2021), located at 16th European Conference on Technology Enhanced Learning (EC-TEL 2021), September 20-24, virtual (Bozen-Bolzano), Italy, CEUR, Vol. 2979, CEUR Workshop Proceedings, 10/2021.

7. Benjamin Paaßen; Thomas Villmann

   Prototype selection based on set covering and large margins

   In: Frank-Michael Schleif; Marika Kaden; Thomas Villmann (Hrsg.). Abstracts of the 13th Mittweida Workshop on Computational Intelligence - MiWoCI 2021. Mittweida Workshop on Computational Intelligence (MiWoCI-2021), Pages 35-42, Machine Learning Reports, Vol. 03/2021, University of Applied Sciences Mittweida, 10/2021.

8. Benjamin Paaßen; Andreas Bertsch; Katharina Langer-Fischer; Leo Sylvio Rüdian; Xia Wang; Rupali Sinha; Jakub Kuzilek; Stefan Britsch; Niels Pinkwart

   Analyzing Student Success and Mistakes in Virtual Microscope Structure Search Tasks

   In: François Bouchet; Jill-Jênn Vie; Sharon Hsiao; Sherry Sahebi (Hrsg.). Proceedings of the 15th International Conference on Educational Data Mining. International Conference on Educational Data Mining (EDM-2021), June 29 - July 2, Paris (virtual), France, Pages 1-7, International Educational Datamining Society, 2021.

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