2023
Gado, S.; Lingelbach, K.; Wirzberger, M.; Vukelić, M. (2023). Decoding Mental Effort in a Quasi-Realistic Scenario: A Feasibility Study on Multimodal Data Fusion and Classification. Preprints.org, 2023061083. https://doi.org/10.20944/preprints202306.1083.v1
Lingelbach, K., Diers, D., Bui, M., Vukelic, M. (2023). Investigating Feature Set Decisions for Mental State Decoding in Virtual Reality based Learning Environments. In Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2023 14th International Conference on Neuroergonomics and Cognitive Engineering, July 20-23, 2023, USA. Springer International Publishing.
Lingelbach, K., Diers, D., Vukelic, M. (2023). Towards User-Aware VR Learning Environments: Combining Brain-Computer Interfaces with Virtual Reality for Mental State Decoding. In CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 24-28, 2023, Hamburg, Germany (submitted). New York (NY): Association for Computing Machinery. https://doi.org/10.1145/3544549.3585716
Lingelbach, K., Vukelić, M., & Rieger, J. W. (2023). Gaudie: Development, validation, and exploration of a naturalistic German AUDItory Emotional database. Behavior Research Methods. Advance online publication. https://doi.org/10.3758/s13428-023-02135-z
Lingelbach, K., & Rieger, J. (2023, April 19). GAUDIE: Development, Validation and Exploration of a Naturalistic German AUDItory Emotional Database. https://doi.org/10.17605/OSF.IO/XYR6J
2022
Lingelbach, K., Tagalidou, N., Markey, P., Föll, B., Peissner, & Vukelic, M. (2022). Examining Joy of Use and Usability During Mobile Phone Interactions within a Multimodal Methods Approach. In Proceedings of Mensch Und Computer 2022 (pp. 276-285). Association for Computing Machinery. https://doi.org/10.1145/3543758.3543771
Lingelbach, K., Bui, M., Diederichs, F., & Vukelić, M. (2021, October). Exploring Conventional, Automated and Deep Machine Learning for Electrodermal Activity-Based Drivers’ Stress Recognition. In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 1339-1344). IEEE. https://doi.org/10.1109/SMC52423.2021.9658662
2021
Gado, S., Lingelbach, K., Bui, M., Rieger, J. W., & Vukelic, M. (2021). Real-time feedback of subjective affect and working memory load based on neurophysiological activity. In HCI International 2021-Late Breaking Posters: 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II (pp. 80-87). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-90179-0_11
Lingelbach, K., Gado, S., Vukelić, M, & Rieger, J. W. (2021). Investigating the Emotion-Cognition Interaction: Effects of Affective Distractors on Working Memory Load. Presented at the 3rd Neuroergonomics Conference on The Brain at Work and in everyday life, Munich, Germany, September 11-16, 2021. neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/120.pdf
Best Talk Award. Talk available at https://www.youtube.com/watch?v=DkWv0ai2pZc
Lingelbach, K., Gado, S., Vukelić, M, & Rieger, J. W. (2021). What I feel and what I say: Decoding neurophysiological correlates of cognitive and affective states. Presented at the 3rd Neuroergonomics Conference on The Brain at Work and in everyday life, Munich, Germany, September 11-16, 2021. neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/126.pdf
Lingelbach, K., Piechnik, D., Brouwer, A.-M., Stuldreher, I., & Vukelić, M. (2021). Temporal Decoding of Emotion and Workload from Fixation-Related EEG Recordings. Presented at the 3rd Neuroergonomics Conference on The Brain at Work and in everyday life, Munich, Germany, September 11-16, 2021. neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/107.pdf
Lingelbach, K., Dreyer, A. M., Schollhörn, I., Bui, M., Weng, M., Diederichs, F., … Vukelić, M. (2021). Brain oscillation entrainment by perceptible and non-perceptible rhythmic light stimulation. Frontiers in Neuroergonomics, 2, 9. FULL TEXT
Lingelbach, K., Schöllhorn, I., Dreyer, A. M., Diederichs, F., Bui, M., Weng, M., … Vukelić, M. (2021). Investigating the Modulation of Spatio-Temporal and Oscillatory Power Dynamics by Perceptible and Non-perceptible Rhythmic Light Stimulation. doi.org/10.1007/978-3-030-80285-1_2
2020
Vukelic, M., Lingelbach, K., Pollmann, K., & Peissner, M. (2020). Oscillatory EEG Signatures of Affective Processes during Interaction with Adaptive Computer Systems. Brain Sciences, 11(1), 35.https://doi.org/10.3390/brainsci11010035
Brouwer, A. M., Stuldreher, I., Huertas Penen, S., Lingelbach, K., & Vukelić, M. (2020). Combining eye tracking and physiology for detection of emotion and workload. Measuring Behavior 2020-21. https://doi.org/10.6084/m9.figshare.13013717.v5
2019
Kosuru, R. K., Lingelbach, K., Bui, M. & Vukelić, M., (2019). MindTrain: How to Train your Mind with Interactive Technologies. In: Alt, F., Bulling, A. & Döring, T. (Hrsg.), Mensch und Computer 2019 - Tagungsband. New York: ACM. https://doi.org/10.1145/3340764.3344884
