Publications

PEER REVIEW CONFERENCE PAPERS

Apostolos Kalatzis, Ashish Teotia, Vishnunarayan G. Prabhu, and Laura Stanley. ”Classifying Affective States in Virtual Reality Environments Using Electrocardiogram and Respirational Signals.” In 2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), 2021.

Apostolos Kalatzis, Ashish Teotia, Vishnunarayan G. Prabhu, and Laura Stanley. ”A Database for Cognitive Workload Classification using Electrocardiogram and Respiration Signal.” In International Conference on Applied Human Factors and Ergonomics, 2021.

Saidur Rahman, Apostolos Kalatzis, Mike Wittie, Ahmed Elmokashfi, Laura Stanley, Stacy Patterson, David L Millman.”Short and Sweet Checkpoints for C-RAN MEC.” In 2021 IEEE Cloud Summit (Cloud Summit) , 2021.

Apostolos Kalatzis, Laura Stanley, Rohith Karthikeyan, and Ranjana K. Mehta. ”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, 2020.

Apostolos Kalatzis, Bobak Mortazavi, and Mohammad Pourhomayoun. ”Interactive Dimensionality Reduction for Improving Patient Adherence in Remote Health Monitoring.” In Proceedings of 5th Annual Conference on Computational Science and Computational Intelligence, Las Vegas, Nevada, USA, 2018.

Yoo SangSeo, Apostolos Kalatzis, Navid Amini, Zilong Ye, and Mohammad Pourhomayoun. ”Interactive Predictive Analytics for Enhancing Patient Adherence in Remote Health Monitoring.” In the 8th ACM MobiHoc2018 Workshop on Pervasive Wireless Healthcare, Los Angeles, California, USA, 2018.

In Press

Apostolos Kalatzis, Sarah Hopko, Ranjana K. Mehta, Mike P. Wittie and Laura Stanley. ”Sex Parity in Cognitive Fatigue Model Development for Effective Human-Robot Collaboration.” IEEE Robotics and Automation Letters, 2022.

Apostolos Kalatzis, Vishnunarayan G. Prabhu, Saidur Rahman, Mike Wittie and Laura Stanley. ”Emotions Matter: Towards Personalizing Human-System Interactions Using a Two-Layer Multimodal Approach.” In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, 2022.

In Preperation

Apostolos Kalatzis, Saidur Rahman, Mike Wittie and Laura Stanley. "A Real-time Machine Learning and Edge Computing Framework for Real-Time Cognitive Workload Detection and Co-Robot Adaptation." In Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2023.

Apostolos Kalatzis and Laura Stanley. "An Augmented Reality UI for Pick and Place Guidance in Human Robot Collaboration." In Proceedings of the CHI Conference on Human Factors in Computing Systems, 2023.

Apostolos Kalatzis, Mike Wittie, and Laura Stanley. "Optimal Robot Speed Adaptation Using Q-learning with Respect to Cognitive Workload Limitations". ACM Transactions on Human-Robot Interaction, 2023.