Journal Publications
[J6] Ayca Aygun, Giles Blaney, Zachary Haga, Thomas McWilliams, Julia Mertens, J.P. de Ruiter, Matthias Scheutz, and Nathan Ward, “Network Based Multi-modal Data Acquisition Platform in Virtual Reality for Assessing Driver Performance and Behavioral Evaluation”, 2024, Manuscript submitted for publication.
[J5] Gwendolyn Edgar, Ayca Aygun, Matthias Scheutz, “Towards Genuine Robot Teammates: Improving Human-Robot Team Performance Beyond Shared Mental Models with Proactivity”, 2024, Manuscript submitted for publication.
[J4] Ayca Aygun, Thuan Nguyen, Matthias Scheutz, “Assessing the Effects of Various Physiological Signal Modalities on Predicting Different Human Cognitive States”, 2024, Manuscript submitted for publication.
[J3] Scheutz, Matthias, Shuchin Aeron, Ayca Aygun, J. P. de Ruiter, Sergio Fantini, Cristianne Fernandez, Zachary Haga, Thuan Nguyen, and Boyang Lyu. “Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals.” Topics in Cognitive Science (2023).
[J2] Ayca Aygun, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz, “Investigating Methods for Cognitive Workload Estimation for Assistive Robots”, Sensors 22, no. 18, 2022: 6834.
[J1] Ayca Aygun, Hassan Ghasemzadeh, Roozbeh Jafari. “Robust Interbeat Interval and Heart Rate Variability Estimation Method from Various Morphological Features using Wearable Sensors”, IEEE Journal of Biomedical and Health Informatics (J-BHI), 2019. Acceptance Rate: 17.6%
Conference Publications
[C4] Ayca Aygun, Thuan Nguyen, Matthias Scheutz, “Assessment of Multiple Systemic Human Cognitive States using Eye Gaze”, Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci), Vol. 46., 2024.
[C3] Ayca Aygun, Boyang Lyu, Thuan Nguyen, Shuchin Aeron, Matthias Scheutz, “Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task”, In Proceedings of the 2022 International Conference on Multimodal Interaction (ICMI), pp. 337-348, 2022.
[C2] Ayca Aygun, Roozbeh Jafari. “Robust Heart Rate Variability and Interbeat Interval Detection Algorithm in the Presence of Motion Artifacts”, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), May 19-22, 2019, Chicago, IL, USA. Acceptance Rate: 14% (oral presentation)
[C1] Egemen Bilgin, Ayca Aygun, Ali Yapar, Ibrahim Akduman. “Analysis of matching media effect on microwave brain stroke imaging via a spherically symmetrical head model”, PIERS Proceedings, 2015.
Posters
[P5] Ayca Aygun, Thuan Nguyen, Matthias Scheutz, “Assessment of Multiple Systemic Human Cognitive States using Pupillometry”, Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci), 2024, Jul 26, 2024, Rotterdam, Netherlands.
[P4] Ayca Aygun, Boyang Lyu, Thuan Nguyen, Shuchin Aeron, Matthias Scheutz, “Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task”, In Proceedings of the 2022 International Conference on Multimodal Interaction (ICMI), Nov 9, 2022, Bengaluru, Karnataka.
[P3] Ayca Aygun, Roozbeh Jafari. “Interbeat Interval and Heart Rate Variability Estimation from Various Morphological Features using Wearable Sensors”, George and Angelina Kostas Research Center for Cardivascular Nanomedicine Annual International Meeting, Nov 13, 2019, Houston, TX, USA.
[P2] Ayca Aygun, Roozbeh Jafari. “Heart Rate Variability and Interbeat Interval Detection in the Presence of Motion Artifacts”, PATHS-UP NSF Site Visit, Mar 2019.
[P1] Hung-Ta Chien, Sudip Paul, Ayca Aygun, Roozbeh Jafari, Gerard L. Cote, Sung Il Park. “A Soft Electronic Tattoos Device for Capturing Physiological Observations”, PATHS-UP NSF Site Visit, Mar 2019.