Kechen Hou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Attention Mechanism

Emotional Speech

Physiological Signals

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Comput. Soc. Syst.

Health Inf. Sci. Syst.

Publications

Xiaowei Zhang, Zhongyi Zhou, Qiqi Zhao, Kechen Hou, Xiangyu Wei, Sipo Zhang, Yikun Yang, Yanmeng Cui
Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition. 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)
Rui Li, Chao Ren, Sipo Zhang, Yikun Yang, Qiqi Zhao, Kechen Hou, Wenjie Yuan, Xiaowei Zhang, Bin Hu
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition. Health Inf. Sci. Syst. 11 (1) (2023)
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)
Nan Zhao, Dawei Lu, Kechen Hou, Meifei Chen, Xiangyu Wei, Xiaowei Zhang, Bin Hu
Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography. Entropy 23 (10) (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)