Tag: Emotion recognition; causal inference; LSTM-CNN; proximal inference; off-policy evaluation; physiological signals; precision mental health

From Confounded Signals to Causal Affect: Proximal Inference with Hybrid Deep Learning for Wearable Emotion Recognition in Precision Mental Health

Nurudeen Jibrin¹, Gilbert I. O. Aimufua², Chaku E. Shammah³ DOI: 10.5281/zenodo.21848717 SSR Journal of Artificial Intelligence (SSRJAI) Emotion recognition from wearable physiological sensors is fundamentally challenged by latent confounders. Physical activity, individual physiological variability, and environmental noise obscure genuine affective Read More …