Dominance and complementarity in cross-modal representation learning for wearable time series
D Kunc, J Komoszyńska, P Kazienko, S Saganowski, K Avramidis, T Feng, …
Information Fusion 135, 1–15
2026
Joanna Komoszyńska
PhD Student
Research groups
Publications12
Designing and executing a large-scale real-life affective study
J Komoszyńska, D Kunc, B Perz, A Hebko, P Kazienko, S Saganowski
Conference paper · Cited by 6
2024
Embracing subjectivity in affective research: naturalistic and controlled settings
D Kunc, J Komoszyńska, S Saganowski, P Kazienko, KS Quigley, LF Barrett
2024 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 15 September 2024, Glasgow, United Kingdom · Cited by 2
2024
Emognition system - wearables, physiology, and machine learning for real-life emotion capturing
D Kunc, J Komoszyńska, B Perz, S Saganowski, P Kazienko
2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2023 · Cited by 7
2023
Real-life validation of emotion detection system with wearables
D Kunc, J Komoszyńska, B Perz, P Kazienko, S Saganowski
Lecture notes in computer science · Cited by 10
2022
The cold start problem and per-group personalization in real-life emotion recognition with wearables
S Saganowski, D Kunc, B Perz, J Komoszyńska, M Behnke, P Kazienko
Conference paper · Cited by 14
2022
Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables
S Saganowski, J Komoszyńska, M Behnke, B Perz, D Kunc, BP Klich, P Kazienko, …
Scientific Data 9, 1–11 · Cited by 89
2022
A system for collecting emotionally annotated physiological signals in daily life using wearables
S Saganowski, M Behnke, J Komoszyńska, D Kunc, B Perz, P Kazienko
2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos · Cited by 15
2021
Consumer wearables and affective computing for wellbeing support
S Saganowski, P Kazienko, M Dzieżyc, P Jakimów, J Komoszyńska, W Michalska, …
Conference paper
2021
How to catch them all? Enhanced data collection for emotion recognition in the field
M Dzieżyc, J Komoszyńska, S Saganowski, M Boruch, J Dziwiński, K Jabłońska, D Kunc, P Kazienko
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events · Cited by 13
2021
Emotion recognition using wearables: a systematic literature review - work-in-progress
S Saganowski, A Dutkowiak, M Dzieżyc, J Komoszyńska, W Michalska, A Polak, P Kazienko, …
2020 IEEE International Conference on Pervasive Computing and Communications Workshops · Cited by 7
2020