Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning. - Pritam Sarkar; Kyle Ross; Aaron J. Ruberto; Dirk Rodenburg; Paul Hungler; Ali Etemad (ACII, 2019)

Toward Dynamically Adaptive Simulation: Multimodal Classification of User Expertise Using Wearable Devices. - Kyle Ross; Pritam Sarkar; Dirk Rodenburg; Aaron J. Ruberto; Paul Hungler; Adam Szulewski; Daniel Howes; Ali Etemad (Sensors, 2019)

Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition. - Anubhav Bhatti; Behnam Behinaein; Dirk Rodenburg; Paul Hungler; Ali Etemad (ACII (Workshops and Demos), 2021)

A Transformer Architecture for Stress Detection from ECG. - Behnam Behinaein; Anubhav Bhatti; Dirk Rodenburg; Paul Hungler; Ali Etemad (ISWC, 2021)

Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning. - Zunayed Mahmud; Paul Hungler; Ali Etemad (CoRR, 2021)

EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning. - Dustin Pulver; Prithila Angkan; Paul Hungler; Ali Etemad (ICMI, 2023)

Unsupervised multi-modal representation learning for affective computing with multi-corpus wearable data. - Kyle Ross; Paul Hungler; Ali Etemad (J. Ambient Intell. Humaniz. Comput., 2023)

CLARE: Cognitive Load Assessment in REaltime with Multimodal Data. - Anubhav Bhatti; Prithila Angkan; Behnam Behinaein; Zunayed Mahmud; Dirk Rodenburg; Heather Braund; P. James Mclellan; Aaron J. Ruberto; Geoffery Harrison; Daryl Wilson; Adam Szulewski; Dan Howes; et al. (CoRR, 2024)

Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. - Prithila Angkan; Behnam Behinaein; Zunayed Mahmud; Anubhav Bhatti; Dirk Rodenburg; Paul Hungler; Ali Etemad (IEEE Trans. Intell. Transp. Syst., 2024)

AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition. - Anubhav Bhatti; Behnam Behinaein; Paul Hungler; Ali Etemad (ACM Trans. Comput. Heal., 2024)

Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning. - Zunayed Mahmud; Paul Hungler; Ali Etemad (IEEE Trans. Artif. Intell., 2024)