Advancing classroom fatigue recognition: A multimodal fusion approach using self-attention mechanism

L Cao, W Wang, Y Dong, C Fan - Biomedical Signal Processing and Control, 2024 - Elsevier
This paper presents a novel multimodal tensor fusion network based on the self-attention
mechanism (MTFN-SAM) for classroom fatigue recognition. The LSTM network is first …

Real Time Detection of Learner Fatigue in E-Learning Environments through the Combination of Eye and Mouth Features

A Abdolhosseinzadeh… - 2024 11th International …, 2024 - ieeexplore.ieee.org
one of the features of intelligent e-learning environments is the presence of a personalized
mechanism to assist the effective learning for each learner. Exploiting personalized tutoring …

Spectral clustering in eye‐movement researches

A Gere, S Kovács, L Sipos - Journal of Chemometrics, 2018 - Wiley Online Library
Eye tracking is a widely used technology to capture the eye movements of participants
completing different tasks. Several eye‐tracking parameters are measured, which later can …