Abstract
This project aims to apply transformer-based architectures to analyze the movements of children withAutism Spectrum Disorder (ASD). The goal is to contribute to the existing literature by testing thesemodels and, with the aid of Explainable AI (XAI) algorithms, understanding the patterns learned bythe models and identifying potential new behavioral biomarkers.Artificial Intelligence (AI) …