2022
[9] SmartHelm: User Studies from Lab to Field for Attention Modeling (, , , , , , ), In 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), . [bibtex] [abstract] [pdf]
2021
[8] User Modeling for Adaptation of Cognitive Systems (), PhD thesis, University of Bremen, . Supervisors: Tanja Schultz, Bettina von Helversen, Felix Putze [bibtex] [pdf]
[7] Multimodal differentiation of obstacles in repeated adaptive human-computer interactions (, ), In 26th International Conference on Intelligent User Interfaces, . [bibtex]
[6] Behaviour-based detection of Transient Visual Interaction Obstacles with Convolutional Neural Networks and Cognitive User Simulation (, , ), In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), . [bibtex]
2019
[5] Visual and Memory-based HCI Obstacles: Behaviour-based Detection and User Interface Adaptations Analysis (, , , ), In IEEE International Conference on Systems, Man, and Cybernetics, . [bibtex] [abstract] [pdf]
2018
[4] Investigating Static and Sequential Models for Intervention-Free Selection Using Multimodal Data of EEG and Eye Tracking (, , , , ), In ICMI 2018 – ICMI 2018 Workshop on Modeling Cognitive Processes from Multimodal Data, . [bibtex] [abstract] [pdf]
[3] Behaviour-Based Working Memory Capacity Classification Using Recurrent Neural Networks (, ), In ESANN 2018 – 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, . [bibtex] [abstract] [pdf]
[2] Detecting Memory-Based Interaction Obstacles with a Recurrent Neural Model of User Behavior (, , ), In Proceedings of the 2018 International Conference on Intelligent User Interfaces, ACM, . [bibtex] [abstract] [pdf] [doi]
2017
[1] Bremen Big Data Challenge 2017: Predicting University Cafeteria Load (, , , , , , , , , , , ), In KI 2017: Advances in Artificial Intelligence (Gabriele Kern-Isberner, Johannes Fürnkranz, Matthias Thimm, eds.), Springer International Publishing, . [bibtex] [abstract] [pdf] [doi]