170 citations · 343 across the 16 of their papers we have counts for
3 papers · 1 filter
Take it Personally: The Limits of General SSL Representations for Real-Life PPG Emotion Detection
Dominika Kunc, Przemysław Kazienko, Stanisław Saganowski
While Self-Supervised Learning (SSL) effectively extracts general representations from noisy, unconstrained physiological signals such as photoplethysmography (PPG), its suitabilit…
Scaling Representation Learning from Ubiquitous ECG with State-Space Models
Kleanthis Avramidis, Dominika Kunc, Bartosz Perz +5
Ubiquitous sensing from wearable devices in the wild holds promise for enhancing human well-being, from diagnosing clinical conditions and measuring stress to building adaptive hea…
An "outside the box" solution for imbalanced data classification
Hubert Jegierski, Stanisław Saganowski
A common problem of the real-world data sets is the class imbalance, which can significantly affect the classification abilities of classifiers. Numerous methods have been proposed…