Paul Hungler

24 papers B 2Misc 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multidomain EEG Representation Learning With Orthogonal Mapping and Attention-Based Fusion for Cognitive Load Classification.
IEEE Trans. Hum. Mach. Syst.
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
CLARE: Cognitive Load Assessment in Real-Time With Multimodal Data.
IEEE Trans. Cogn. Dev. Syst.
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, Ali Etemad, Paul Hungler
2025 J jnl
Graph-Based Learning of Spectro-Topographical EEG Representations with Gradient Alignment for Brain-Computer Interfaces.
CoRR
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification.
CoRR
Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad
2025 J jnl
Understanding Mental States in Active and Autonomous Driving with EEG.
CoRR
Prithila Angkan, Paul Hungler, Ali Etemad
2024 J jnl
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition.
ACM Trans. Comput. Heal.
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
2024 J jnl
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data.
CoRR
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, Ali Etemad, Paul Hungler
2024 J jnl
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines.
IEEE Trans. Intell. Transp. Syst.
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2024 J jnl
Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning.
IEEE Trans. Artif. Intell.
Zunayed Mahmud, Paul Hungler, Ali Etemad
2023 B conf
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.
ICMI
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
2023 J jnl
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.
CoRR
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
2023 J jnl
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines.
CoRR
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2023 J jnl
Unsupervised multi-modal representation learning for affective computing with multi-corpus wearable data.
J. Ambient Intell. Humaniz. Comput.
Kyle Ross, Paul Hungler, Ali Etemad
2022 J jnl
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition.
CoRR
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
2022 J jnl
Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning.
CoRR
Zunayed Mahmud, Paul Hungler, Ali Etemad
2021 Misc conf
A Transformer Architecture for Stress Detection from ECG.
ISWC
Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 J jnl
A Transformer Architecture for Stress Detection from ECG.
CoRR
Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 — conf
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition.
ACII (Workshops and Demos)
Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 J jnl
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition.
CoRR
Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad
2021 J jnl
Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning.
CoRR
Zunayed Mahmud, Paul Hungler, Ali Etemad
2020 J jnl
Unsupervised Multi-Modal Representation Learning for Affective Computing with Multi-Corpus Wearable Data.
CoRR
Kyle Ross, Paul Hungler, Ali Etemad
2019 B conf
Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning.
ACII
Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad
2019 J jnl
Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning.
CoRR
Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad
2019 J jnl
Toward Dynamically Adaptive Simulation: Multimodal Classification of User Expertise Using Wearable Devices.
Sensors
Kyle Ross, Pritam Sarkar, Dirk Rodenburg, Aaron J. Ruberto, Paul Hungler, Adam Szulewski, Daniel Howes, Ali Etemad