About
Dominika received the Eng. degree in Computer Science in 2020 and the M.Sc. degree in Computer Science, specialization in Data Science in 2021, both from Wrocław University of Science and Technology (WUST), Poland. She was one of the Top 10 Computer Science and Management faculty graduates in 2021. She is a Ph.D. student in computer science at WUST currently working with the Emognition research team. Her research interests include affective computing, physiological signals, and machine learning.
Research Interests
Education
M. Sc. in Computer Science, specialization Data Science, Faculty of Computer Science and Management
Wrocław University of Science and Technology · 2021
Eng. in Computer Science, Faculty of Fundamental Problems of Technology
Wrocław University of Science and Technology · 2020
Publications
Exploring Real-Life Psychophysiological States with Self-Supervised Learning
2025 · PerCom Workshops 2025
Designing and Executing a Large-scale Real-life Affective Study
2024 · PerCom Workshops 2024
Ethical Considerations and Checklist for Affective Research With Wearables
2024 · IEEE TAC 15(1)
Embracing Subjectivity in Affective Research: Naturalistic and Controlled Settings
2024 · ACII Workshops 2024
Scaling Representation Learning from Ubiquitous ECG with State-Space Models
2024 · IEEE JBHI 28(10)
Emognition system: wearables, physiology, and ML for real-life emotion capturing
2023 · ACII Workshops 2023
Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables
2022 · *Scientific Data*
The cold start problem and per-group personalization in real-life emotion recognition with wearables
2022 · *2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 21-25 March 2022, Pisa, Italy.*
Real-life validation of emotion detection system with wearables
2022 · *Bio-inspired Systems and Applications from Robotics to Ambient Intelligence : 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022 : proceedings. Pt. 2*
How to catch them all? Enhanced data collection for emotion recognition in the field
2021 · *2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 22-26 March 2021, Kassel, Germany.*
A system for collecting emotionally annotated physiological signals in daily life using wearables
2021 · *2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 28 September - 1 October, 2021, Nara, Japan.*