Publications:

Selected published Papers

1. Kalatzis, A., Stanley, L., Karthikeyan, R., & Mehta, R. K. (2020, September). Mental stress classification during a motor task in older adults using an artificial neural network. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers (pp. 244-248).
2. Kalatzis, A., Stanley, L., & Prabhu, V. G. (2021, November). Affective state classification in virtual reality environments using electrocardiogram and respiration signals. In 2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) (pp. 160-167). IEEE.
3. Kalatzis, A., Teotia, A., Prabhu, V. G., & Stanley, L. (2021). A database for cognitive workload classification using electrocardiogram and respiration signal. In Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2021 Virtual Conferences on Neuroergonomics and Cognitive Engineering, Industrial Cognitive Ergonomics and Engineering Psychology, and Cognitive Computing and Internet of Things, July 25-29, 2021, USA (pp. 509-516). Springer International Publishing.
4. Kalatzis, A., Girishan Prabhu, V., Rahman, S., Wittie, M., & Stanley, L. (2022, November). Emotions Matter: Towards Personalizing Human-System Interactions Using a Two-layer Multimodal Approach. In Proceedings of the 2022 International Conference on Multimodal Interaction (pp. 63-72).
5. Kalatzis, A., Hopko, S., Mehta, R. K., Stanley, L., & Wittie, M. P. (2022, October). Sex Parity in Cognitive Fatigue Model Development for Effective Human-Robot Collaboration. In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 10951-10958). IEEE.

Accepted

1. Kalatzis, A, Stanley, L., & Wittie, M. P. (2023, May). The effect of Augmented Reality
Assistance on Task Performance and Cognitive Workload in Multimodal Human-Robot Interaction. In 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE.
2. Impact of Augmented Reality User Interface on Task Performance, Cognitive Load, and Situational Awareness in Human-Robot Collaboration. In Proceedings of the 2023 International Conference on Multimodal Interaction.


In Revision

1. Kalatzis, A., Rahman, S., Stanley, L., & Wittie, M. P. (2022, October). A Real-time Machine Learning and Edge Computing Framework for Real-Time Cognitive Workload Detection and Co-Robot Adaptation. ACM Transactions on Human-Robot Interaction (THRI).