Xiaowei Zhang

51 papers B 1Journal 32Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Emotion recognition using multimodal physiological signals through regional to global fusion with a spatial-temporal semantic alignment mechanism.
Inf. Fusion
Jian Shen, Huajian Liang, Ruirui Ma, Yihong Xu, Kexin Zhu, Haoran Gao, Kechen Hou, Yanan Zhang, Xiaowei Zhang, Bin Hu
2026 J jnl
FDDGNet: An information bottleneck-inspired feature disentanglement network for cross-subject EEG-based emotion recognition.
Neurocomputing
Yikun Yang, Lifei Duan, Kechen Hou, Zhongfeng Kang, Xiaowei Zhang, Bin Hu
2026 J jnl
Hierarchical feature distillation model via dual-stage projections and graph embedding label propagation for emotion recognition.
Pattern Recognit.
Chao Ren, Jinbo Chen, Rui Li, Yijiang Chen, Tianzhi Wang, Weihao Zheng, Xiaowei Zhang, Bin Hu
2026 J jnl
WDANet: Wasserstein Distribution Inspired Dynamic Adversarial Network for EEG-Based Cross-Domain Depression Recognition.
IEEE Trans. Affect. Comput.
Jian Shen, Kang Wang, Zeguang Zhao, Yanan Zhang, Fuze Tian, Xiaowei Zhang, Qunxi Dong, Bin Hu
2025 — conf
Advancing Stress Detection with Chaotic Attractor Informed Synthesis of PPG Signal.
BIBM
Kaiwen Hu, Sipo Zhang, Xiaowei Zhang, Qiqi Zhao, Guangyuan Gao, Tianzhi Wang, Jian Shen, Bin Hu
2025 J jnl
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition.
IEEE Trans. Affect. Comput.
Qilin Li, Tong Zhang, C. L. Philip Chen, Xiaowei Zhang, Bin Hu
2025 J jnl
Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection.
IEEE Trans. Neural Networks Learn. Syst.
Wenjie Yuan, Xiaowei Zhang, Xuejuan Zhang, Shuangyan Wang, Tianzhi Wang, Tong Zhang, Qinglin Zhao, Bin Hu
2025 J jnl
MF$^{2}$-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition.
IEEE Trans. Fuzzy Syst.
Jian Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu
2024 J jnl
Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition.
IEEE Trans. Comput. Soc. Syst.
Xiaowei Zhang, Zhongyi Zhou, Qiqi Zhao, Kechen Hou, Xiangyu Wei, Sipo Zhang, Yikun Yang, Yanmeng Cui
2024 J jnl
Dual-Path TokenLearner for Remote Photoplethysmography-Based Physiological Measurement With Facial Videos.
IEEE Trans. Comput. Soc. Syst.
Wei Qian, Dan Guo, Kun Li, Xiaowei Zhang, Xilan Tian, Xun Yang, Meng Wang
2024 J jnl
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition.
IEEE Trans. Affect. Comput.
Xiaowei Zhang, Xiangyu Wei, Zhongyi Zhou, Qiqi Zhao, Sipo Zhang, Yikun Yang, Rui Li, Bin Hu
2024 J jnl
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism.
IEEE Trans. Cybern.
Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu
2024 J jnl
Semi-supervised pairwise transfer learning based on multi-source domain adaptation: A case study on EEG-based emotion recognition.
Knowl. Based Syst.
Chao Ren, Jinbo Chen, Rui Li, Weihao Zheng, Yijiang Chen, Yikun Yang, Xiaowei Zhang, Bin Hu
2023 J jnl
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss.
IEEE J. Biomed. Health Informatics
Jian Shen, Yanan Zhang, Huajian Liang, Zeguang Zhao, Kexin Zhu, Kun Qian, Qunxi Dong, Xiaowei Zhang, Bin Hu
2023 J jnl
MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning.
Knowl. Based Syst.
Rui Li, Chao Ren, Yiqing Ge, Qiqi Zhao, Yikun Yang, Yuhan Shi, Xiaowei Zhang, Bin Hu
2023 J jnl
SSTD: A Novel Spatio-Temporal Demographic Network for EEG-Based Emotion Recognition.
IEEE Trans. Comput. Soc. Syst.
Rui Li, Chao Ren, Chen Li, Nan Zhao, Dawei Lu, Xiaowei Zhang
2023 — conf
STLDA: A Spatiotemporal Linear Discriminant Analysis for Single-trial ERP-based Depression Recognition.
BIBM
Yuhan Shi, Nan Zhao, Wenjie Yuan, Qiqi Zhao, Xiaowei Zhang, Bin Hu
2023 J jnl
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition.
Health Inf. Sci. Syst.
Rui Li, Chao Ren, Sipo Zhang, Yikun Yang, Qiqi Zhao, Kechen Hou, Wenjie Yuan, Xiaowei Zhang, Bin Hu
2022 J jnl
A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition.
Comput. Biol. Medicine
Rui Li, Chao Ren, Xiaowei Zhang, Bin Hu
2022 J jnl
A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines.
Frontiers Inf. Technol. Electron. Eng.
Shaojie Li, Wei Li, Zejian Xing, Wenjie Yuan, Xiangyu Wei, Xiaowei Zhang, Bin Hu
2022 J jnl
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection.
IEEE Trans. Affect. Comput.
Jian Shen, Xiaowei Zhang, Gang Wang, Zhijie Ding, Bin Hu
2022 J jnl
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection.
IEEE Trans. Affect. Comput.
Xiaowei Zhang, Jing Pan, Jian Shen, Zia Ud Din, Junlei Li, Dawei Lu, Manxi Wu, Bin Hu
2021 J jnl
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment.
IEEE J. Biomed. Health Informatics
Jian Shen, Xiaowei Zhang, Xiao Huang, Manxi Wu, Jin Gao, Dawei Lu, Zhijie Ding, Bin Hu
2021 J jnl
Donald J. Trump's Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era.
IEEE Trans. Comput. Soc. Syst.
Xiaolong Zheng, Xiao Wang, Zepeng Li, Rongrong Jing, Shuqi Xu, Tao Wang, Lifang Li, Zhenwen Zhang, Qingpeng Zhang, Huaiguang Jiang, Zhihua Guo, Xiaowei Zhang, Fei-Yue Wang
2021 — conf
EEG-Based Depression Detection with a Synthesis-Based Data Augmentation Strategy.
ISBRA
Xiangyu Wei, Meifei Chen, Manxi Wu, Xiaowei Zhang, Bin Hu
2021 J jnl
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine.
IEEE Trans. Cybern.
Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu, Jin Gao, Tong Zhang
2021 J jnl
Fatigue Detection With Covariance Manifolds of Electroencephalography in Transportation Industry.
IEEE Trans. Ind. Informatics
Xiaowei Zhang, Dawei Lu, Jing Pan, Jian Shen, Manxi Wu, Xiping Hu, Bin Hu
2021 J jnl
Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography.
Entropy
Nan Zhao, Dawei Lu, Kechen Hou, Meifei Chen, Xiangyu Wei, Xiaowei Zhang, Bin Hu
2020 — conf
Anxiety Detection with Nonlinear Group Correlation Fusion of Electroencephalogram and Eye Movement.
BIBM
Zhihua Guo, Enli Fu, Jing Pan, Xiaowei Zhang, Bin Hu
2020 — conf
EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism.
EMBC
Xiaowei Zhang, Junlei Li, Kechen Hou, Bin Hu, Jian Shen, Jing Pan
2020 J jnl
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis.
CoRR
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Xiping Hu, Bin Hu
2020 — conf
Spatial-temporal Joint optimization Network on Covariance Manifolds of Electroencephalography for Fatigue Detection.
BIBM
Xiaowei Zhang, Dawei Lu, Jian Shen, Jin Gao, Xiao Huang, Manxi Wu
2019 B conf
Depression Detection from Electroencephalogram Signals Induced by Affective Auditory Stimuli.
ACII
Jian Shen, Xiaowei Zhang, Junlei Li, Yuanxi Li, Lei Feng, Changqing Hu, Zhijie Ding, Gang Wang, Bin Hu
2019 — conf
Individual Similarity Guided Transfer Modeling for EEG-based Emotion Recognition.
BIBM
Xiaowei Zhang, Wenbin Liang, Tingzhen Ding, Jing Pan, Jian Shen, Xiao Huang, Jin Gao
2019 — conf
Modelling Mental States via Computational Psychophysiology: Benefits and Challenges.
HCC
Weihao Zheng, Hanshu Cai, Zhijun Yao, Xiaowei Zhang, Xiaowei Li, Bin Hu
2019 J jnl
Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble.
IEEE J. Biomed. Health Informatics
Xiaowei Zhang, Jian Shen, Zia Ud Din, Jinyong Liu, Gang Wang, Bin Hu
2018 — conf
Emotion Recognition Based on Electroencephalogram Using a Multiple Instance Learning Framework.
ICIC (2)
Xiaowei Zhang, Yue Wang, Shengjie Zhao, Jinyong Liu, Jing Pan, Jian Shen, Tingzhen Ding
2018 J jnl
Feature Selection for Optimized High-Dimensional Biomedical Data Using an Improved Shuffled Frog Leaping Algorithm.
IEEE ACM Trans. Comput. Biol. Bioinform.
Bin Hu, Yongqiang Dai, Yun Su, Philip Moore, Xiaowei Zhang, Chengsheng Mao, Jing Chen, Lixin Xu
2018 J jnl
Local Distribution in Neighborhood for Classification.
CoRR
Chengsheng Mao, Bin Hu, Lei Chen, Philip Moore, Xiaowei Zhang
2017 — conf
Normalized mutual information feature selection for electroencephalogram data based on grassberger entropy estimator.
BIBM
Xiaowei Zhang, Yuan Yao, Manman Wang, Jian Shen, Lei Feng, Bin Hu
2017 — conf
Wearable EEG-Based Real-Time System for Depression Monitoring.
BI
Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen, Yuan Yao, Hua Jiang, Bin Hu
2016 — ch.
Ontology-Based Model for Mining User's Emotions on the Wisdom Web.
Semantic Web Technologies for Intelligent Engineering Applications
Jing Chen, Bin Hu, Philip Moore, Xiaowei Zhang
2015 — conf
Bayesian classification with local probabilistic model assumption in aiding medical diagnosis.
BIBM
Bin Hu, Chengsheng Mao, Xiaowei Zhang, Yongqiang Dai
2015 J jnl
Electroencephalogram-based emotion assessment system using ontology and data mining techniques.
Appl. Soft Comput.
Jing Chen, Bin Hu, Philip Moore, Xiaowei Zhang, Xu Ma
2015 — conf
Feature selection of high-dimensional biomedical data using improved SFLA for disease diagnosis.
BIBM
Yongqiang Dai, Bin Hu, Yun Su, Chengsheng Mao, Jing Chen, Xiaowei Zhang, Philip Moore, Lixin Xu, Hanshu Cai
2014 — conf
EmotionO+: Physiological signals knowledge representation and emotion reasoning model for mental health monitoring.
BIBM
Yun Su, Bin Hu, Lixin Xu, Hanshu Cai, Philip Moore, Xiaowei Zhang, Jing Chen
2014 J jnl
Ontology driven decision support for the diagnosis of mild cognitive impairment.
Comput. Methods Programs Biomed.
Xiaowei Zhang, Bin Hu, Xu Ma, Philip Moore, Jing Chen
2013 — conf
An XML format for electroencephalogram data presentation (eegML).
BIBM
Xiaowei Zhang, Bin Hu, Lin Zhou, Jing Chen, Philip Moore
2013 J jnl
Ontology-based context modeling for emotion recognition in an intelligent web.
World Wide Web
Xiaowei Zhang, Bin Hu, Jing Chen, Philip Moore
2012 — conf
An EEG Based Pervasive Depression Detection for Females.
ICPCA/SWS
Xiaowei Zhang, Bin Hu, Lin Zhou, Philip Moore, Jing Chen
2011 — conf
Emotiono: An Ontology with Rule-Based Reasoning for Emotion Recognition.
ICONIP (2)
Xiaowei Zhang, Bin Hu, Philip Moore, Jing Chen, Lin Zhou