2 papers
eess.SP2026
Comparative Analysis of State-of-the-Art Foundation Models for Sleep Analysis Under Channel Reduction
Hassan Mehdi, Riku Klen, Ayse Kosal Bulbul +5
Automatic sleep staging from polysomnography (PSG) is a well-studied task, but PSG itself is expensive, clinic-based, and burdensome to manually score, which limits its use for lon…
cs.HC2025
Emotion Recognition with Minimal Wearable Sensing: Multi-domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis
Muhammad Irfan, Anum Nawaz, Ayse Kosal Bulbul +4
Negative emotions are linked to the onset of neurodegenerative diseases and dementia, yet they are often difficult to detect through observation. Physiological signals from wearabl…