Online learning for wearable eeg-based emotion classification S Moontaha, FEF Schumann, B Arnrich Sensors 23 (5), 2387, 2023 | 20 | 2023 |
SVD square-root iterated extended Kalman filter for modeling of epileptic seizure count time series with external inputs S Moontaha, A Galka, M Siniatchkin, S Scharlach, S von Spiczak, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 9 | 2019 |
Analysis of the effects of medication for the treatment of epilepsy by ensemble Iterative Extended Kalman filtering S Moontaha, A Galka, T Meurer, M Siniatchkin 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 8 | 2018 |
Self-prediction of seizures in drug resistance epilepsy using digital phenotyping: A concept study S Moontaha, N Steckhan, A Kappattanavar, R Surges, B Arnrich Proceedings of the 14th EAI International Conference on Pervasive Computing …, 2020 | 5 | 2020 |
Food choices after cognitive load: an affective computing approach AM Kappattanavar, P Hecker, S Moontaha, N Steckhan, B Arnrich Sensors 23 (14), 6597, 2023 | 4 | 2023 |
State space modeling of event count time series S Moontaha, B Arnrich, A Galka Entropy 25 (10), 1372, 2023 | 3 | 2023 |
Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry S Moontaha, A Kappattanavar, B Hecker, Pascal. and Arnrich 16th International Joint Conference on Biomedical Engineering Systems and …, 2023 | 2 | 2023 |
Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation P Hecker, AM Kappattanavar, M Schmitt, S Moontaha, J Wagner, F Eyben, ... 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 2 | 2022 |
Constrained expectation maximisation algorithm for estimating ARMA models in state space representation A Galka, S Moontaha, M Siniatchkin EURASIP Journal on Advances in Signal Processing 2020, 1-37, 2020 | 2 | 2020 |
Evaluation der Therapieeffekte antikonvulsiver Medikamente bei Kindern mit strukturell bedingter Epilepsie mittels Zustandsraum-Modellierung. 43. Jahrestagung der Gesellschaft … S Moontaha, S von Spiczak, S Scharlach, C Doege, R Boor, T May, ... Neuropediatrics 48, S1-S45, 2017 | 1 | 2017 |
Unobtrusive measurement of cognitive load and physiological signals in uncontrolled environments C Anders, S Moontaha, S Real, B Arnrich Scientific Data 11 (1), 1000, 2024 | | 2024 |
Evaluation of the Effects of Anticonvulsive Therapy in Children with Symptomatic Epilepsy by a State Space Modeling Approach S Moontaha, S von Spiczak, S Scharlach, C Doege, R Boor, T May, ... Neuropediatrics 48 (S 01), P54, 2017 | | 2017 |