About
Stanisław is one of the leaders of the Emognition lab, which focuses on emotion recognition in everyday life using physiological data. His research interests include affect recognition from physiological data, mobile and wearable technologies, as well as affective computing solutions that improve health.
In 2021 he received a scholarship for outstanding young scientists funded by the Polish Ministry of Education and Science. He is also a member of the Top 500 Innovators association. In recent years, Stanisław has spent over 30 months at the world’s best universities: Cambridge (UK), Oxford (UK), NTU (Singapore), UC Davis (USA), U. of Southern California (USA), UTS (AU). He has authored over 40 research articles.
Research Interests
Education
D.Sc. in Information and Communication Technology
Wroclaw University of Science and Technology · 2023
PhD in Computer Science (with Honours)
Wroclaw University of Science and Technology · 2018
MSc in Computer Science
Blekinge Institute of Technology, Sweden · 2011
MSc in Computer Science
Wroclaw University of Science and Technology · 2011
Publications
Exploring Real-Life Psychophysiological States with Self-Supervised Learning
2025 · PerCom Workshops 2025
PPG-to-ECG Signal Translation Using Wearable Data in Affective Computing
2025 · PerCom Workshops 2025
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
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)
Emotions Studied by Computer Scientists and Psychologists: A Complementary Perspective
2023 · PerCom Workshops 2023
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*
Bringing emotion recognition out of the lab into real life: recent advances in sensors and machine learning
2022 · *Electronics*
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.*
Multitask personalized recognition of emotions evoked by textual content
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 resource-aware method for parallel D2D data streaming
2021 · *Computational Collective Intelligence : 13th International Conference, ICCCI 2021, Rhodes, Greece, September 29 - October 1, 2021 : proceedings*
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 three-stage machine learning network security solution for public entities
2021 · *2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications : 29 December 2020 - 1 January 2021, Guangzhou, China : proceedings*
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.*
Consumer wearables and affective computing for wellbeing support
2021 · *Proceedings of the 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, 7-9 December 2020, Darmstadt, Germany, MobiQuitous 2020*
Emotion recognition using wearables: a systematic literature review - work-in-progress
2020 · *2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) : took place 23-27 March 2020 in Austin, TX, USA.*
An \"\"outside the box\"\" solution for imbalanced data classification
2020 · *IEEE Access*
Can we ditch feature engineering? End-to-end deep learning for affect recognition from physiological sensor data
2020 · *Sensors*
Analysis of group evolution prediction in complex networks
2019 · *PLoS ONE*
Predicting the evolution of physics research from a complex network perspective
2019 · *Entropy*
Community evolution
2018 · *Encyclopedia of Social Network Analysis and Mining*
Group evolution prediction in social networks
2018
Porównanie metod transferu danych na wiele urządzeń równolegle na platformie Android
2018
Odporność algorytmów podpisywania dokumentów cyfrowych
2018 · *Zeszyty Naukowe Politechniki Śląskiej. Organizacja i Zarządzanie*
TRANSFoRm eHealth solution for quality of life monitoring
2016 · *AMIA Joint Summits on Translational Science*
Evaluation of TRANSFoRm mobile eHealth solution for remote patient monitoring during clinical trials
2016 · *Mobile Information Systems*
Predicting community evolution in social networks
2015 · *Entropy*
Predicting community evolution in social networks
2015 · *Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015 : Paris, France 25-28 August 2015*
Mobile eHealth solution (ePRO)
2015 · *Journal of Clinical Bioinformatics*
Community evolution
2014 · *Encyclopedia of Social Network Analysis and Mining. Vol. 1, A-L*
Different approaches to community evolution prediction in blogosphere
2013 · *The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Niagara Falls, Canada, 25-28 August 2013.*
GED: the method for group evolution discovery in social networks
2013 · *Social Network Analysis and Mining*
Identification of group changes in blogosphere
2012 · *Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, 26-29 August 2012.*
Influence of the user importance measure on the group evolution discovery
2012 · *Foundations of Computing and Decision Sciences*
Influence of the dynamic social network timeframe type and size on the Group Evolution Discovery
2012 · *Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, 26-29 August 2012.*
Group evolution discovery in social networks
2011 · *2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM : proceedings, Kaohsiung, Taiwan, 25-27 July 2011.*
Tracking group evolution in social networks
2011 · *Social Informatics : Third International Conference, SocInfo 2011, Singapore, October 6-8, 2011 : proceedings*