Hengjin Ke

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Functional Connectivity

Similarity Measurement

Top Venues

IEEE Trans. Serv. Comput.

Frontiers Comput. Neurosci.

Softw. Pract. Exp.

Expert Syst. Appl.

Publications

Hengjin Ke, Fengqin Wang, Hongliang Bi, Hongying Ma, Guangshuai Wang, Bo Yin
Unsupervised deep frequency-channel attention factorization to non-linear feature extraction: A case study of identification and functional connectivity interpretation of Parkinson's disease. Expert Syst. Appl. 243 (2024)
Hengjin Ke, Fengqin Wang, Hongying Ma, Zixian He
ADHD identification and its interpretation of functional connectivity using deep self-attention factorization. Knowl. Based Syst. 250 (2022)
Heyou Dong, Dan Chen, Lei Zhang, Hengjin Ke, Xiaoli Li
Subject sensitive EEG discrimination with fast reconstructable CNN driven by reinforcement learning: A case study of ASD evaluation. Neurocomputing 449 (2021)
Shasha Zhang, Dan Chen, Rajiv Ranjan, Hengjin Ke, Yunbo Tang, Albert Y. Zomaya
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement. J. Supercomput. 77 (4) (2021)
Hengjin Ke, Cang Cai, Fengqin Wang, Fang Hu, Jiawei Tang, Yuxin Shi
Interpretation of Frequency Channel-Based CNN on Depression Identification. Frontiers Comput. Neurosci. 15 (2021)
Hengjin Ke, Dan Chen, Tejal Shah, Xianzeng Liu, Xinhua Zhang, Lei Zhang, Xiaoli Li
Cloud-aided online EEG classification system for brain healthcare: A case study of depression evaluation with a lightweight CNN. Softw. Pract. Exp. 50 (5) (2020)
Hengjin Ke, Dan Chen, Benyun Shi, Jindong Zhang, Xianzeng Liu, Xinhua Zhang, Xiaoli Li
Improving Brain E-Health Services via High-Performance EEG Classification With Grouping Bayesian Optimization. IEEE Trans. Serv. Comput. 13 (4) (2020)
Hengjin Ke, Dan Chen, Lei Zhang, Xinhua Zhang, Xianzeng Liu, Xiaoli Li
Inter-region Synchronization Analysis Based on Heterogeneous Matrix Similarity Measurement. ICANN (Workshop) (2019)
Hengjin Ke, Dan Chen, Xiaoli Li, Yunbo Tang, Tejal Shah, Rajiv Ranjan
Towards Brain Big Data Classification: Epileptic EEG Identification With a Lightweight VGGNet on Global MIC. IEEE Access 6 (2018)