Xiaowei Zhang

A multi-modal open dataset for mental-disorder analysis

Hanshu Cai, Zhenqin Yuan, Yiwen Gao et al. · Scientific Data · 2022 · 214 citations · Full text

Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine

Xiaowei Zhang, Jinyong Liu, Jian Shen et al. · IEEE Transactions on Cybernetics · 2020 · 179 citations

Artificial Intelligence, Engineering, Machine Learning +19

An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection

Jian Shen, Xiaowei Zhang, Gang Wang et al. · IEEE Transactions on Affective Computing · 2019 · 136 citations · Full text

An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment

Jian Shen, Xiaowei Zhang, Xiao Huang et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 126 citations

Engineering, Machine Learning, Affective Neuroscience +27

Electroencephalogram-based emotion assessment system using ontology and data mining techniques

Jing Chen, Bin Hu, Philip Moore et al. · Applied Soft Computing · 2015 · 124 citations

Ontology (Information Science), Cognitive Science, Data Science +10