Scaling Representation Learning from Ubiquitous ECG with State-Space Models

Avramidis, K., Kunc, D., Perz, B., Adsul, K., Feng, T., Kazienko, P., Saganowski, S., & Narayanan, S.

Emognition system - wearables, physiology and machine learning for real-life emotion capturing

Kunc, D., Komoszyńska, J., Perz, B., Saganowski, S., & Kazienko, P.

2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)

Emotions Studied by Computer Scientists and Psychologists — A Complementary Perspective

Behnke, M., Saganowski, S., Kaczmarek, Ł. D., & Kazienko, P.

2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 206-211). IEEE

Lessons Learned from Developing Emotion Recognition System for Everyday Life

Saganowski, S., Miszczyk, J., Kunc, D., Lisouski, D., & Kazienko P.

SenSys 2022: The 20th ACM Conference on Embedded Networked Sensor Systems. 2022

Ethical Considerations and Checklist for Affective Research with Wearables

Behnke, M., Saganowski, S., Kunc, D., & Kazienko, P.

IEEE Transactions on Affective Computing. 2022

Real-Life Validation of Emotion Detection System with Wearables

Kunc, D., Komoszyńska, J., Perz, B., Kazienko, P., & Saganowski, S.

International Work-Conference on the Interplay Between Natural and Artificial Computation (pp. 45-54). Springer, Cham. 2022

Emotion Recognition for Everyday Life Using Physiological Signals from Wearables: A Systematic Literature Review

Saganowski, S., Perz, B., Polak, A., & Kazienko, P.

IEEE Transactions on Affective Computing. 2022

Bringing Emotion Recognition Out of the Lab into Real Life: Recent Advances in Sensors and Machine Learning

Saganowski, S.

Electronics 11.3: 496. 2022

Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables

Saganowski, S., Komoszyńska, J., Behnke, M., Perz, B., Kunc, D., Klich, B., Kaczmarek, Ł.D., & Kazienko, P.

Scientific data, 9(1), 1-11. 2022

The Cold Start Problem and Per-Group Personalization in Real-Life Emotion Recognition With Wearables

Saganowski, S., Kunc, D., Perz, B., Komoszyńska, J., Behnke, M., & Kazienko, P.

2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 812-817). IEEE. 2022

A system for collecting emotionally annotated physiological signals in daily life using wearables

Saganowski, S., Behnke, M., Komoszyńska, J., Kunc, D., Perz, B., & Kazienko, P.

2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) (pp. 1-3) IEEE. 2021

How to catch them all? Enhanced data collection for emotion recognition in the field

Dzieżyc, M., Komoszyńska, J., Saganowski, S., Boruch, M., Dziwiński, J., Jabłońska, K., Kunc, D., & Kazienko, P.

2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 348-351) IEEE. 2021

Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data

Dzieżyc, M., Gjoreski, M., Kazienko, P., Saganowski, S., & Gams, M.

Sensors, 20(22), 6535. 2020

Consumer Wearables and Affective Computing for Wellbeing Support

Saganowski, S., Kazienko, P., Dzieżyc, M., Jakimów, P., Komoszyńska, J., Michalska, W., Dutkowiak, A., Polak, A., Dziadek, A., & Ujma, M.

MobiQuitous 2020-17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (pp. 482-487). 2020

Emotion Recognition Using Wearables: A Systematic Literature Review - Work-in-progress

Saganowski, S., Dutkowiak, A., Dziadek, A., Dzieżyc, M., Komoszyńska, J., Michalska, W., Polak, A., Ujma, M., & Kazienko, P.

2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (pp. 1-6). IEEE. 2020