Zhong Yin

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

Jianhua Zhang, Zhong Yin, Peng Chen et al. · Information Fusion · 2020 · 739 citations

Engineering, Facial Expression Recognition, Data Science +11

Recognition of emotions using multimodal physiological signals and an ensemble deep learning model

Zhong Yin, Mengyuan Zhao, Yongxiong Wang et al. · Computer Methods and Programs in Biomedicine · 2016 · 410 citations

Engineering, Machine Learning, Data Science +13

Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model

Zhe Wang, Yongxiong Wang, Chuanfei Hu et al. · IEEE Sensors Journal · 2022 · 184 citations

Engineering, Affective Neuroscience, Social Sciences +18

Cross-session classification of mental workload levels using EEG and an adaptive deep learning model

Zhong Yin, Jianhua Zhang · Biomedical Signal Processing and Control · 2016 · 165 citations

Cognitive Science, Task Performance, Eeg Signal Processing +10

Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination

Zhong Yin, Yongxiong Wang, Li Liu et al. · Frontiers in Neurorobotics · 2017 · 155 citations · Full text