2 papers
cs.LG2026
PPG-Based Affect Recognition with Long-Range Deep Models: A Measurement-Driven Comparison of CNN, Transformer, and Mamba Architectures
Karim Alghoul, Hussein Al Osman, Abdulmotaleb El Saddik
Photoplethysmography (PPG) is increasingly used in wearable affective computing due to its low cost and ease of integration into consumer devices. Recent advances in deep learning…
eess.SP2025
Enhancing Generalization in PPG-Based Emotion Measurement with a CNN-TCN-LSTM Model
Karim Alghoul, Hussein Al Osman, Abdulmotaleb El Saddik
Human computer interaction has become integral to modern life, driven by advancements in machine learning technologies. Affective computing, in particular, has focused on systems t…