Mingsheng Shang

An efficient joint evolutionary algorithm-based neural network model for air quality prediction

Peiyang Wei, Mingsheng Shang, Xi Chen, Yuyan Wang, Jianhong Gan, Shuai Li

Physiological Prior-Driven Label Enhancement for Cross-Subject EEG Emotion Recognition

Hongyu Zhu, Lin Chen, Yuming Fu, Mounim A. El-Yacoubi, Mingsheng Shang

Electroencephalography (EEG)-based emotion recognition captures affective neural signals with high temporal precision, but cross-subject variability and label noise remain critical challenges to its practical healthcare deployment. Existing label-denoising methods lack physiologi…Read more