Sidratul Moontaha

According to our database, Sidratul Moontaha authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

State Space Modeling of Event Count Time Series.

Sidratul Moontaha, Bert Arnrich, Andreas Galka

Entropy, October, 2023

Food Choices after Cognitive Load: An Affective Computing Approach.

Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Sidratul Moontaha, Nico Steckhan, Bert Arnrich

Sensors, July, 2023

Online Learning for Wearable EEG-Based Emotion Classification.

Sidratul Moontaha, Franziska Elisabeth Friederike Schumann, Bert Arnrich

Sensors, March, 2023

Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry.

Sidratul Moontaha, Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Bert Arnrich

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation.

Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Björn W. Schuller, Bert Arnrich

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2020

Constrained expectation maximisation algorithm for estimating ARMA models in state space representation.

Andreas Galka, Sidratul Moontaha, Michael Siniatchkin

EURASIP J. Adv. Signal Process., 2020

Self-prediction of seizures in drug resistance epilepsy using digital phenotyping: a concept study.

Sidratul Moontaha, Nico Steckhan, Arpita Kappattanavar, Rainer Surges, Bert Arnrich

Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

2019

SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs.

Sidratul Moontaha, Andreas Galka, Michael Siniatchkin, Sascha Scharlach, Sarah von Spiczak, Ulrich Stephani, Theodor May, Thomas Meurer

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Analysis of the effects of medication for the treatment of epilepsy by ensemble Iterative Extended Kalman filtering.

Sidratul Moontaha, Andreas Galka, Thomas Meurer, Michael Siniatchkin

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018