About
Bartosz is a Ph.D. student at the Department of Artificial Intelligence and a member of the Emognition research group. He does his research in affective computing; specifically he works on personalized specifically emotion recognition from physiological signals. Bartosz is also the head of the DaniE student research club that focuses on data analysis and machine learning.
Research Interests
Education
M.Sc. in Big Data Analytics
Wroclaw University of Science and Technology · 2020
B.Eng. in Mechatronics
Wroclaw University of Science and Technology · 2019
Publications
Personalization of Affective State Recognition from Physiological Signals: A Review
2025 · ACIIDS 2025
Designing and Executing a Large-scale Real-life Affective Study
2024 · PerCom 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
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*
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.*
Emotion recognition for everyday life using physiological signals from wearables: a systematic literature review
2022 · *IEEE Transactions on Affective Computing*
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.*