4 papers
Internal State Estimation in Groups via Active Information Gathering
Xuebo Ji, Zherong Pan, Xifeng Gao +7
Accurately estimating human internal states, such as personality traits or behavioral patterns, is critical for enhancing the effectiveness of human-robot interaction, particularly…
A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning
Huan Liu, Yuzhe Zhang, Guanjian Liu +3
Attention is a vital cognitive process in the learning and memory environment, particularly in the context of online learning. Traditional methods for classifying attention states…
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data
Niqi Liu, Fang Liu, Wenqi Ji +5
The robust generalization of deep learning models in the presence of inherent noise remains a significant challenge, especially when labels are subjective and noise is indiscernibl…
Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns
Wenqi Ji, Fang liu, Xinxin Du +5
Interpersonal relationship quality is pivotal in social and occupational contexts. Existing analysis of interpersonal relationships mostly rely on subjective self-reports, whereas…