M
Maciej Dziezyc
Researcher at Wrocław University of Technology
Publications - 7
Citations - 126
Maciej Dziezyc is an academic researcher from Wrocław University of Technology. The author has contributed to research in topics: Smartwatch & Affective computing. The author has an hindex of 4, co-authored 7 publications receiving 35 citations.
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Proceedings ArticleDOI
Emotion Recognition Using Wearables: A Systematic Literature Review - Work-in-progress
Stanisław Saganowski,Anna Dutkowiak,Adam Dziadek,Maciej Dziezyc,Joanna Komoszynska,Weronika Michalska,Adam G. Polak,Michal Ujma,Przemysław Kazienko +8 more
TL;DR: In this paper, the authors address the question whether wearable devices can help us recognize our emotions in our everyday life for ubiquitous computing, and identify crucial research steps and discuss the main limitations and problems in the domain.
Posted Content
Emotion Recognition Using Wearables: A Systematic Literature Review Work in progress
Stanisław Saganowski,Anna Dutkowiak,Adam Dziadek,Maciej Dziezyc,Joanna Komoszynska,Weronika Michalska,Adam G. Polak,Michal Ujma,Przemysław Kazienko +8 more
TL;DR: This study addresses the question whether smartwatches can help us to recognize the authors' emotions in their everyday life for ubiquitous computing and identified crucial research steps.
Journal ArticleDOI
Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data.
TL;DR: The experimental results showed that the CNN-based architectures might be more suitable than LSTM-based architecture for affect recognition from physiological sensors, and the performance of the models depends on the intensity of the physiological response induced by the affective stimuli.
Proceedings ArticleDOI
Consumer Wearables and Affective Computing for Wellbeing Support
Stanisław Saganowski,Przemysław Kazienko,Maciej Dziezyc,Patrycja Jakimów,Joanna Komoszynska,Weronika Michalska,Anna Dutkowiak,Adam G. Polak,Adam Dziadek,Michal Ujma +9 more
TL;DR: There is no versatile device suitable for all purposes in the field of wellbeing support, and the WellAff system able to recognize affective states for wellbeing support is proposed.
Posted Content
Review of Consumer Wearables in Emotion, Stress, Meditation, Sleep, and Activity Detection and Analysis.
Stanisław Saganowski,Przemysław Kazienko,Maciej Dziezyc,Patrycja Jakimów,Joanna Komoszynska,Weronika Michalska,Anna Dutkowiak,Adam G. Polak,Adam Dziadek,Michal Ujma +9 more
TL;DR: There is no versatile device suitable for all purposes in recognition and analysis of emotion, stress, meditation, sleep, and physical activity in off-the-shelf devices revised.