Emotiono: An Ontology with Rule-Based Reasoning for Emotion Recognition. - Xiaowei Zhang 001; Bin Hu 001; Philip Moore 001; Jing Chen 002; Lin Zhou (ICONIP (2), 2011)

An EEG Based Pervasive Depression Detection for Females. - Xiaowei Zhang 001; Bin Hu 001; Lin Zhou; Philip Moore 001; Jing Chen 002 (ICPCA/SWS, 2012)

An XML format for electroencephalogram data presentation (eegML). - Xiaowei Zhang 001; Bin Hu 001; Lin Zhou; Jing Chen 002; Philip Moore 001 (BIBM, 2013)

Ontology-based context modeling for emotion recognition in an intelligent web. - Xiaowei Zhang 001; Bin Hu 001; Jing Chen 002; Philip Moore 001 (World Wide Web, 2013)

EmotionO+: Physiological signals knowledge representation and emotion reasoning model for mental health monitoring. - Yun Su; Bin Hu 001; Lixin Xu; Hanshu Cai; Philip Moore 001; Xiaowei Zhang 001; Jing Chen 002 (BIBM, 2014)

Ontology driven decision support for the diagnosis of mild cognitive impairment. - Xiaowei Zhang 001; Bin Hu 001; Xu Ma 004; Philip Moore 001; Jing Chen 002 (Comput. Methods Programs Biomed., 2014)

Feature selection of high-dimensional biomedical data using improved SFLA for disease diagnosis. - Yongqiang Dai; Bin Hu 001; Yun Su; Chengsheng Mao; Jing Chen 002; Xiaowei Zhang 001; Philip Moore 001; Lixin Xu; Hanshu Cai (BIBM, 2015)

Bayesian classification with local probabilistic model assumption in aiding medical diagnosis. - Bin Hu 001; Chengsheng Mao; Xiaowei Zhang 001; Yongqiang Dai (BIBM, 2015)

Electroencephalogram-based emotion assessment system using ontology and data mining techniques. - Jing Chen 002; Bin Hu 001; Philip Moore 001; Xiaowei Zhang 001; Xu Ma 004 (Appl. Soft Comput., 2015)

Ontology-Based Model for Mining User's Emotions on the Wisdom Web. - Jing Chen 002; Bin Hu 001; Philip Moore 001; Xiaowei Zhang 001 (Semantic Web Technologies for Intelligent Engineering Applications, 2016)

Normalized mutual information feature selection for electroencephalogram data based on grassberger entropy estimator. - Xiaowei Zhang 001; Yuan Yao 015; Manman Wang; Jian Shen 004; Lei Feng 005; Bin Hu 001 (BIBM, 2017)

Wearable EEG-Based Real-Time System for Depression Monitoring. - Shengjie Zhao; Qinglin Zhao; Xiaowei Zhang 001; Hong Peng 003; Zhijun Yao; Jian Shen 004; Yuan Yao 015; Hua Jiang; Bin Hu 001 (BI, 2017)

Emotion Recognition Based on Electroencephalogram Using a Multiple Instance Learning Framework. - Xiaowei Zhang 001; Yue Wang; Shengjie Zhao; Jinyong Liu; Jing Pan; Jian Shen 004; Tingzhen Ding (ICIC (2), 2018)

Local Distribution in Neighborhood for Classification. - Chengsheng Mao; Bin Hu 001; Lei Chen; Philip Moore 001; Xiaowei Zhang 001 (CoRR, 2018)

Feature Selection for Optimized High-Dimensional Biomedical Data Using an Improved Shuffled Frog Leaping Algorithm. - Bin Hu 001; Yongqiang Dai; Yun Su; Philip Moore 001; Xiaowei Zhang 001; Chengsheng Mao; Jing Chen 002; Lixin Xu (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Depression Detection from Electroencephalogram Signals Induced by Affective Auditory Stimuli. - Jian Shen 004; Xiaowei Zhang 001; Junlei Li; Yuanxi Li; Lei Feng 005; Changqing Hu; Zhijie Ding; Gang Wang; Bin Hu 001 (ACII, 2019)

Individual Similarity Guided Transfer Modeling for EEG-based Emotion Recognition. - Xiaowei Zhang 001; Wenbin Liang; Tingzhen Ding; Jing Pan; Jian Shen 004; Xiao Huang 003; Jin Gao (BIBM, 2019)

Modelling Mental States via Computational Psychophysiology: Benefits and Challenges. - Weihao Zheng; Hanshu Cai; Zhijun Yao; Xiaowei Zhang 001; Xiaowei Li 005; Bin Hu 001 (HCC, 2019)

Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble. - Xiaowei Zhang 001; Jian Shen 004; Zia Ud Din; Jinyong Liu; Gang Wang; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2019)

Spatial-temporal Joint optimization Network on Covariance Manifolds of Electroencephalography for Fatigue Detection. - Xiaowei Zhang 001; Dawei Lu; Jian Shen 004; Jin Gao; Xiao Huang 003; Manxi Wu (BIBM, 2020)

Anxiety Detection with Nonlinear Group Correlation Fusion of Electroencephalogram and Eye Movement. - Zhihua Guo; Enli Fu; Jing Pan; Xiaowei Zhang 001; Bin Hu 001 (BIBM, 2020)

EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism. - Xiaowei Zhang 001; Junlei Li; Kechen Hou; Bin Hu 001; Jian Shen 004; Jing Pan (EMBC, 2020)

MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis. - Hanshu Cai; Yiwen Gao 006; Shuting Sun; Na Li; Fuze Tian; Han Xiao; Jianxiu Li; Zhengwu Yang; Xiaowei Li 005; Qinglin Zhao; Zhenyu Liu 006; Zhijun Yao; et al. (CoRR, 2020)

EEG-Based Depression Detection with a Synthesis-Based Data Augmentation Strategy. - Xiangyu Wei; Meifei Chen; Manxi Wu; Xiaowei Zhang 001; Bin Hu 001 (ISBRA, 2021)

Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography. - Nan Zhao; Dawei Lu; Kechen Hou; Meifei Chen; Xiangyu Wei; Xiaowei Zhang 001; Bin Hu 001 (Entropy, 2021)

Donald J. Trump's Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era. - Xiaolong Zheng 001; Xiao Wang 002; Zepeng Li; Rongrong Jing; Shuqi Xu; Tao Wang 172; Lifang Li; Zhenwen Zhang; Qingpeng Zhang; Huaiguang Jiang; Zhihua Guo; Xiaowei Zhang 001; et al. (IEEE Trans. Comput. Soc. Syst., 2021)

Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine. - Xiaowei Zhang 001; Jinyong Liu; Jian Shen 004; Shaojie Li; Kechen Hou; Bin Hu 001; Jin Gao; Tong Zhang 015; Bin Hu 001 (IEEE Trans. Cybern., 2021)

Fatigue Detection With Covariance Manifolds of Electroencephalography in Transportation Industry. - Xiaowei Zhang 001; Dawei Lu; Jing Pan; Jian Shen 004; Manxi Wu; Xiping Hu; Bin Hu 001 (IEEE Trans. Ind. Informatics, 2021)

An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment. - Jian Shen 004; Xiaowei Zhang 001; Xiao Huang 003; Manxi Wu; Jin Gao; Dawei Lu; Zhijie Ding; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2021)

A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition. - Rui Li 105; Chao Ren 009; Xiaowei Zhang 001; Bin Hu 001 (Comput. Biol. Medicine, 2022)

A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines. - Shaojie Li; Wei Li 012; Zejian Xing; Wenjie Yuan; Xiangyu Wei; Xiaowei Zhang 001; Bin Hu 001 (Frontiers Inf. Technol. Electron. Eng., 2022)

An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection. - Jian Shen 004; Xiaowei Zhang 001; Gang Wang; Zhijie Ding; Bin Hu 001 (IEEE Trans. Affect. Comput., 2022)

Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection. - Xiaowei Zhang 001; Jing Pan; Jian Shen 004; Zia Ud Din; Junlei Li; Dawei Lu; Manxi Wu; Bin Hu 001 (IEEE Trans. Affect. Comput., 2022)

STLDA: A Spatiotemporal Linear Discriminant Analysis for Single-trial ERP-based Depression Recognition. - Yuhan Shi; Nan Zhao; Wenjie Yuan; Qiqi Zhao; Xiaowei Zhang 001; Bin Hu 001 (BIBM, 2023)

MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning. - Rui Li 105; Chao Ren 009; Yiqing Ge; Qiqi Zhao; Yikun Yang; Yuhan Shi; Xiaowei Zhang 001; Bin Hu 001 (Knowl. Based Syst., 2023)

SSTD: A Novel Spatio-Temporal Demographic Network for EEG-Based Emotion Recognition. - Rui Li 105; Chao Ren 009; Chen Li 051; Nan Zhao; Dawei Lu; Xiaowei Zhang 001 (IEEE Trans. Comput. Soc. Syst., 2023)

Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss. - Jian Shen 004; Yanan Zhang; Huajian Liang; Zeguang Zhao; Kexin Zhu; Kun Qian 003; Qunxi Dong; Xiaowei Zhang 001; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2023)

STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition. - Rui Li 105; Chao Ren 009; Sipo Zhang; Yikun Yang; Qiqi Zhao; Kechen Hou; Wenjie Yuan; Xiaowei Zhang 001; Bin Hu 001 (Health Inf. Sci. Syst., 2023)

Semi-supervised pairwise transfer learning based on multi-source domain adaptation: A case study on EEG-based emotion recognition. - Chao Ren 009; Jinbo Chen; Rui Li 105; Weihao Zheng; Yijiang Chen; Yikun Yang; Xiaowei Zhang 001; Bin Hu 001 (Knowl. Based Syst., 2024)

Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition. - Xiaowei Zhang 001; Xiangyu Wei; Zhongyi Zhou; Qiqi Zhao; Sipo Zhang; Yikun Yang; Rui Li 105; Bin Hu 001 (IEEE Trans. Affect. Comput., 2024)

Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition. - Xiaowei Zhang 001; Zhongyi Zhou; Qiqi Zhao; Kechen Hou; Xiangyu Wei; Sipo Zhang; Yikun Yang; Yanmeng Cui (IEEE Trans. Comput. Soc. Syst., 2024)

Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism. - Kechen Hou; Xiaowei Zhang 001; Yikun Yang; Qiqi Zhao; Wenjie Yuan; Zhongyi Zhou; Sipo Zhang; Chen Li 051; Jian Shen 004; Bin Hu 001 (IEEE Trans. Cybern., 2024)

Dual-Path TokenLearner for Remote Photoplethysmography-Based Physiological Measurement With Facial Videos. - Wei Qian; Dan Guo 001; Kun Li 008; Xiaowei Zhang 001; Xilan Tian; Xun Yang 001; Meng Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection. - Wenjie Yuan; Xiaowei Zhang 001; Xuejuan Zhang; Shuangyan Wang; Tianzhi Wang; Tong Zhang 015; Qinglin Zhao; Bin Hu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

MF$^{2}$-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition. - Jian Shen 004; Jinwen Wu; Yanan Zhang; Kexin Zhu; Kang Wang 010; Wenbo Hu; Kechen Hou; Kun Qian 003; Xiaowei Zhang 001; Bin Hu 001 (IEEE Trans. Fuzzy Syst., 2025)

Hierarchical feature distillation model via dual-stage projections and graph embedding label propagation for emotion recognition. - Chao Ren 009; Jinbo Chen; Rui Li 105; Yijiang Chen; Tianzhi Wang; Weihao Zheng; Xiaowei Zhang 001; Bin Hu 001 (Pattern Recognit., 2026)