Sidratul Moontaha

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Kalman Filtering

Top Venues

EURASIP J. Adv. Signal Process.

Publications

Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Sidratul Moontaha, Nico Steckhan, Bert Arnrich
Food Choices after Cognitive Load: An Affective Computing Approach. Sensors 23 (14) (2023)
Sidratul Moontaha, Bert Arnrich, Andreas Galka
State Space Modeling of Event Count Time Series. Entropy 25 (10) (2023)
Sidratul Moontaha, Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Bert Arnrich
Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry. HEALTHINF (2023)
Sidratul Moontaha, Franziska Elisabeth Friederike Schumann, Bert Arnrich
Online Learning for Wearable EEG-Based Emotion Classification. Sensors 23 (5) (2023)
Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Björn W. Schuller, Bert Arnrich
Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation. ICMLA (2022)
Sidratul Moontaha, Nico Steckhan, Arpita Kappattanavar, Rainer Surges, Bert Arnrich
Self-prediction of seizures in drug resistance epilepsy using digital phenotyping: a concept study. PervasiveHealth (2020)
Andreas Galka, Sidratul Moontaha, Michael Siniatchkin
Constrained expectation maximisation algorithm for estimating ARMA models in state space representation. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Sidratul Moontaha, Andreas Galka, Michael Siniatchkin, Sascha Scharlach, Sarah von Spiczak, Ulrich Stephani, Theodor May, Thomas Meurer
SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs. EMBC (2019)
Sidratul Moontaha, Andreas Galka, Thomas Meurer, Michael Siniatchkin
Analysis of the effects of medication for the treatment of epilepsy by ensemble Iterative Extended Kalman filtering. EMBC (2018)