Jian Shen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Epileptic Seizures

Physiological Signals

Multiple Instance

Canonical Correlation Analysis

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Comput. Soc. Syst.

IEEE Trans. Cybern.

Publications

Jian Shen, Kexin Zhu, Zeguang Zhao, Huajian Liang, Yu Ma, Kun Qian, Yanan Zhang, Qunxi Dong
A Novel Intelligence Evaluation Framework: Exploring the Psychophysiological Patterns of Gifted Students. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism. IEEE Trans. Cybern. 54 (5) (2024)
Qunxi Dong, Zhigang Li, Weijia Liu, Kewei Chen, Yi Su, Jianfeng Wu, Richard J. Caselli, Eric M. Reiman, Yalin Wang, Jian Shen
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects. IEEE Trans. Comput. Soc. Syst. 10 (6) (2023)
Yu Ma, Yuting Huang, Kaixiang Yuan, Guangzhe Xuan, Yongzi Yu, Hengrui Zhong, Rui Li, Jian Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Explainable Stuttering Recognition Using Axial Attention. ICIC (3) (2023)
Jian Shen, Yanan Zhang, Huajian Liang, Zeguang Zhao, Kexin Zhu, Kun Qian, Qunxi Dong, Xiaowei Zhang, Bin Hu
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Jian Shen, Jiaying Chen, Yu Ma, Zheyu Cao, Yanan Zhang, Bin Hu
Explainable Depression Recognition from EEG Signals via Graph Convolutional Network. BIBM (2023)
Xiaowei Zhang, Jing Pan, Jian Shen, Zia Ud Din, Junlei Li, Dawei Lu, Manxi Wu, Bin Hu
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection. IEEE Trans. Affect. Comput. 13 (2) (2022)
Jian Shen, Xiaowei Zhang, Gang Wang, Zhijie Ding, Bin Hu
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection. IEEE Trans. Affect. Comput. 13 (1) (2022)
Bin Hu, Jian Shen, Lixian Zhu, Qunxi Dong, Hanshu Cai, Kun Qian
Fundamentals of Computational Psychophysiology: Theory and Methodology. IEEE Trans. Comput. Soc. Syst. 9 (2) (2022)
Jian Shen, Xiaowei Zhang, Xiao Huang, Manxi Wu, Jin Gao, Dawei Lu, Zhijie Ding, Bin Hu
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu, Jin Gao, Tong Zhang, Bin Hu
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine. IEEE Trans. Cybern. 51 (9) (2021)
Xiaowei Zhang, Dawei Lu, Jing Pan, Jian Shen, Manxi Wu, Xiping Hu, Bin Hu
Fatigue Detection With Covariance Manifolds of Electroencephalography in Transportation Industry. IEEE Trans. Ind. Informatics 17 (5) (2021)
Xiaowei Zhang, Junlei Li, Kechen Hou, Bin Hu, Jian Shen, Jing Pan
EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism. EMBC (2020)
Xiaowei Zhang, Dawei Lu, Jian Shen, Jin Gao, Xiao Huang, Manxi Wu
Spatial-temporal Joint optimization Network on Covariance Manifolds of Electroencephalography for Fatigue Detection. BIBM (2020)
Xiaowei Zhang, Jian Shen, Zia Ud Din, Jinyong Liu, Gang Wang, Bin Hu
Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Jian Shen, Xiaowei Zhang, Junlei Li, Yuanxi Li, Lei Feng, Changqing Hu, Zhijie Ding, Gang Wang, Bin Hu
Depression Detection from Electroencephalogram Signals Induced by Affective Auditory Stimuli. ACII (2019)
Xiaowei Zhang, Wenbin Liang, Tingzhen Ding, Jing Pan, Jian Shen, Xiao Huang, Jin Gao
Individual Similarity Guided Transfer Modeling for EEG-based Emotion Recognition. BIBM (2019)
Xiaowei Zhang, Yue Wang, Shengjie Zhao, Jinyong Liu, Jing Pan, Jian Shen, Tingzhen Ding
Emotion Recognition Based on Electroencephalogram Using a Multiple Instance Learning Framework. ICIC (2) (2018)
Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen, Yuan Yao, Hua Jiang, Bin Hu
Wearable EEG-Based Real-Time System for Depression Monitoring. BI (2017)
Xiaowei Zhang, Yuan Yao, Manman Wang, Jian Shen, Lei Feng, Bin Hu
Normalized mutual information feature selection for electroencephalogram data based on grassberger entropy estimator. BIBM (2017)