Xiaowei Li

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 37

Top Topics

Functional Brain

Feature Selection

Top Venues

Comput. Methods Programs Biomed.

IEEE Trans. Affect. Comput.

Publications

Shuting Sun, Shanshan Qu, Chang Yan, Gang Luo, Xuesong Liu, Qunxi Dong, Xiaowei Li
A Study of Major Depressive Disorder Based on Resting-State Multilayer EEG Function Network. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Xuexiao Shao, Ming Ying, Jing Zhu, Xiaowei Li, Bin Hu
Achieving EEG-based depression recognition using Decentralized-Centralized structure. Biomed. Signal Process. Control. 95 (2024)
Jing Zhu, Changlin Yang, Xiannian Xie, Shiqing Wei, Yizhou Li, Xiaowei Li, Bin Hu
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals. IEEE Trans. Affect. Comput. 14 (3) (2023)
Jianxiu Li, Nan Li, Xuexiao Shao, Junhao Chen, Yanrong Hao, Xiaowei Li, Bin Hu
Altered Brain Dynamics and Their Ability for Major Depression Detection Using EEG Microstates Analysis. IEEE Trans. Affect. Comput. 14 (3) (2023)
Shuting Sun, Huayu Chen, Gang Luo, Chang Yan, Qunxi Dong, Xuexiao Shao, Xiaowei Li, Bin Hu
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Liangliang Liu, Jing Zhu, Shuting Sun, Xiaowei Li, Guanru Wang, Bin Hu
Attention Fusion and Abnormal Brain Topology Neural Network for Mild Depression Recognition. BIBM (2023)
Quanhong Wang, Weizhuang Kong, Jitao Zhong, Zhengyang Shan, Juan Wang, Xiaowei Li, Hong Peng, Bin Hu
A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals. Neurocomputing 562 (2023)
Jianxiu Li, Yanrong Hao, Wei Zhang, Xiaowei Li, Bin Hu
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders. IEEE Trans. Affect. Comput. 14 (1) (2023)
Xiangbin Lin, Weizhuang Kong, Jianxiu Li, Xuexiao Shao, Changting Jiang, Ruilan Yu, Xiaowei Li, Bin Hu
Aberrant Static and Dynamic Functional Brain Network in Depression Based on EEG Source Localization. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Huayu Chen, Shuting Sun, Jianxiu Li, Ruilan Yu, Nan Li, Xiaowei Li, Bin Hu
Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Jing Zhu, Xiannian Xie, Changlin Yang, Shiqing Wei, Xiaowei Li, Bin Hu
Hybrid fusion model based on DBN and secondary classifier: Multimodal mild depression recognition using EEG and eye movement. BIBM (2022)
Jing Zhu, Shiqing Wei, Xiannian Xie, Changlin Yang, Yizhou Li, Xiaowei Li, Bin Hu
Content-based multiple evidence fusion on EEG and eye movements for mild depression recognition. Comput. Methods Programs Biomed. 226 (2022)
Huayu Chen, Huanhuan He, Shuting Sun, Jianxiu Li, Xuexiao Shao, Junxiang Li, Xiaowei Li, Bin Hu
Weight-based Channel-model Matrix Framework: a reasonable solution for EEG-based cross-dataset emotion recognition. CoRR (2022)
Jing Zhu, Changting Jiang, Junhao Chen, Xiangbin Lin, Ruilan Yu, Xiaowei Li, Bin Hu
EEG based depression recognition using improved graph convolutional neural network. Comput. Biol. Medicine 148 (2022)
Yongheng Fan, Ruilan Yu, Jianxiu Li, Jing Zhu, Xiaowei Li
EEG-based mild depression recognition using multi-kernel convolutional and spatial-temporal Feature. BIBM (2020)
Jing Zhu, Tao Gong, Zihan Wang, Chen Xia, Zhijie Ding, Xiaowei Li
Attention Bias in Emotional Conflict in Major Depression Disorder: An Eye Tracking Study. HealthCom (2020)
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
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis. CoRR (2020)
Shuting Sun, Jianxiu Li, Huayu Chen, Tao Gong, Xiaowei Li, Bin Hu
A study of resting-state EEG biomarkers for depression recognition. CoRR (2020)
Yun Zhang, Tao Gong, Shuting Sun, Jianxiu Li, Jing Zhu, Xiaowei Li
A functional network study of patients with mild depression based on source location. BIBM (2020)
Shuting Sun, Huayu Chen, Xuexiao Shao, Liangliang Liu, Xiaowei Li, Bin Hu
EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers. BIBM (2020)
Hong Peng, Chen Xia, Zihan Wang, Jing Zhu, Xin Zhang, Shuting Sun, Jianxiu Li, Xiaoning Huo, Xiaowei Li
Multivariate Pattern Analysis of EEG-Based Functional Connectivity: A Study on the Identification of Depression. IEEE Access 7 (2019)
Yalin Li, Bin Hu, Xiangwei Zheng, Xiaowei Li
EEG-Based Mild Depressive Detection Using Differential Evolution. IEEE Access 7 (2019)
Weihao Zheng, Hanshu Cai, Zhijun Yao, Xiaowei Zhang, Xiaowei Li, Bin Hu
Modelling Mental States via Computational Psychophysiology: Benefits and Challenges. HCC (2019)
Jing Zhu, Zihan Wang, Shuai Zeng, Xiaowei Li, Bin Hu, Xin Zhang, Chen Xia, Lan Zhang, Zhijie Ding
Toward Depression Recognition Using EEG and Eye Tracking: An Ensemble Classification Model CBEM. BIBM (2019)
Xiaowei Li, Xin Zhang, Jing Zhu, Wandeng Mao, Shuting Sun, Zihan Wang, Chen Xia, Bin Hu
Depression recognition using machine learning methods with different feature generation strategies. Artif. Intell. Medicine 99 (2019)
Xiaowei Li, Rong La, Ying Wang, Junhong Niu, Shuai Zeng, Shuting Sun, Jing Zhu
EEG-based mild depression recognition using convolutional neural network. Medical Biol. Eng. Comput. 57 (6) (2019)
Shuai Zeng, Junhong Niu, Jing Zhu, Xiaowei Li
A Study on Depression Detection Using Eye Tracking. HCC (2018)
Bin Hu, Xiaowei Li, Shuting Sun, Martyn Ratcliffe
Attention Recognition in EEG-Based Affective Learning Research Using CFS+KNN Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (1) (2018)
Xiaofeng Liu, Bin Hu, Xiangwei Zheng, Xiaowei Li
Facial expression awareness based on multi-scale permutation entropy of EEG. Int. J. Data Min. Bioinform. 21 (4) (2018)
Wandeng Mao, Jing Zhu, Xiaowei Li, Xin Zhang, Shuting Sun
Resting State EEG Based Depression Recognition Research Using Deep Learning Method. BI (2018)
Xiaowei Li, Jianxiu Li, Bin Hu, Jing Zhu, Xuemin Zhang, Liuqing Wei, Ning Zhong, Mi Li, Zhijie Ding, Jing Yang, Lan Zhang
Attentional bias in MDD: ERP components analysis and classification using a dot-probe task. Comput. Methods Programs Biomed. 164 (2018)
Xiaowei Li, Zhuang Jing, Bin Hu, Jing Zhu, Ning Zhong, Mi Li, Zhijie Ding, Jing Yang, Lan Zhang, Lei Feng, Dennis Majoe
A Resting-State Brain Functional Network Study in MDD Based on Minimum Spanning Tree Analysis and the Hierarchical Clustering. Complex. 2017 (2017)
Xiaowei Li, Tong Cao, Bin Hu, Shuting Sun, Jianxiu Li
EEG Topography and Tomography (sLORETA) in Analysis of Abnormal Brain Region for Mild Depression. BIH (2016)
Jing Zhu, Xue Han, Rong Ma, Xiaowei Li, Tong Cao, Shuting Sun, Bin Hu
Exploring User Mobile Shopping Activities Based on Characteristic of Eye-Tracking. HCC (2016)
Xiaowei Li, Zhuang Jing, Bin Hu, Shuting Sun
An EEG-based study on coherence and brain networks in mild depression cognitive process. BIBM (2016)
Xiaowei Li, Tong Cao, Shuting Sun, Bin Hu, Martyn Ratcliffe
Classification study on eye movement data: Towards a new approach in depression detection. CEC (2016)
Xiaowei Li, Bin Hu, Shuting Sun, Hanshu Cai
EEG-based mild depressive detection using feature selection methods and classifiers. Comput. Methods Programs Biomed. 136 (2016)
Xiaowei Li, Bin Hu, Tingting Xu, Ji Shen, Martyn Ratcliffe
A study on EEG-based brain electrical source of mild depressed subjects. Comput. Methods Programs Biomed. 120 (3) (2015)
Xiaowei Li, Bin Hu, Ji Shen, Tingting Xu, Martyn Ratcliffe
Mild Depression Detection of College Students: an EEG-Based Solution with Free Viewing Tasks. J. Medical Syst. 39 (12) (2015)
Bing Li, Bin Hu, Xiaowei Li, Juan Rao, Manman Wang, Hanshu Cai
A Study on Attention Allocation of Psychological Distress Students Based on Eye Movement Data Analysis. HCC (2014)
Guoqing Zhao, Bin Hu, Xiaowei Li, Chengsheng Mao, Rui Huang
A Pervasive Stress Monitoring System Based on Biological Signals. IIH-MSP (2013)
Qunxi Dong, Bin Hu, Jianyuan Zhang, Xiaowei Li, Martyn Ratcliffe
A study on visual attention modeling - A linear regression method based on EEG. IJCNN (2013)
JiZheng Wan, Bin Hu, Xiaowei Li
EEG: A Way to Explore Learner's Affect in Pervasive Learning Systems. GPC (2010)
Xiaowei Li, Bin Hu, Tingshao Zhu, Jingzhi Yan, Fang Zheng
Towards affective learning with an EEG feedback approach. MTDL@MM (2009)