Sun Zhe
Sun Zhe
Juntendo University/RIKEN
Verified email at - Homepage
Cited by
Cited by
A novel deep learning approach with data augmentation to classify motor imagery signals
Z Zhang, F Duan, J Sole-Casals, J Dinares-Ferran, A Cichocki, Z Yang, ...
IEEE Access 7, 15945-15954, 2019
A gradient boosting decision tree approach for insider trading identification: An empirical model evaluation of China stock market
S Deng, C Wang, M Wang, Z Sun
Applied Soft Computing 83, 105652, 2019
A multimodal emotion recognition method based on facial expressions and electroencephalography
Y Tan, Z Sun, F Duan, J Solé-Casals, CF Caiafa
Biomedical Signal Processing and Control 70, 103029, 2021
Topological network analysis of early Alzheimer’s disease based on resting-state EEG
F Duan, Z Huang, Z Sun, Y Zhang, Q Zhao, A Cichocki, Z Yang, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (10 …, 2020
The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods
ZS Liang Shi, Feng Duan, Yikang Yang
Sensors 19 (2204), 1-15, 2019
A novel multimodal approach for hybrid brain–computer interface
Z Sun, Z Huang, F Duan, Y Liu
IEEE Access 8, 89909-89918, 2020
Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization
J Zhang, F Feng, P Marti-Puig, CF Caiafa, Z Sun, F Duan, J Solé-Casals
Information Sciences 581, 215-232, 2021
Generalized relation learning with semantic correlation awareness for link prediction
Y Zhang, X Zhang, J Wang, H Liang, W Lei, Z Sun, A Jatowt, Z Yang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4679-4687, 2021
Machine learning methods with noisy, incomplete or small datasets
CF Caiafa, Z Sun, T Tanaka, P Marti-Puig, J Solé-Casals
Applied Sciences 11 (9), 4132, 2021
A hybrid model of dynamic time wrapping and hidden Markov model for forecasting and trading in crude oil market
S Deng, Y Xiang, B Nan, H Tian, Z Sun
Soft Computing 24, 6655-6672, 2020
Privacy-preserving multi-source domain adaptation for medical data
T Han, X Gong, F Feng, J Zhang, Z Sun, Y Zhang
IEEE Journal of Biomedical and Health Informatics 27 (2), 842-853, 2022
Decomposition methods for machine learning with small, incomplete or noisy datasets
CF Caiafa, J Solé-Casals, P Marti-Puig, S Zhe, T Tanaka
Applied Sciences 10 (23), 8481, 2020
A fast and precise hog-adaboost based visual support system capable to recognize pedestrian and estimate their distance
K Takahisa, Z Sun, R Micheletto
New Trends in Image Analysis and Processing–ICIAP 2013: ICIAP 2013 …, 2013
Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals
B Li, Z Zhang, F Duan, Z Yang, Q Zhao, Z Sun, J Solé-Casals
Neurocomputing 465, 325-335, 2021
Decoding premovement patterns with task-related component analysis
F Duan, H Jia, Z Sun, K Zhang, Y Dai, Y Zhang
Cognitive Computation 13, 1389-1405, 2021
JTAV: Jointly learning social media content representation by fusing textual, acoustic, and visual features
H Liang, H Wang, J Wang, S You, Z Sun, JM Wei, Z Yang
arXiv preprint arXiv:1806.01483, 2018
Deploying and optimizing embodied simulations of large-scale spiking neural networks on hpc infrastructure
B Feldotto, JM Eppler, C Jimenez-Romero, C Bignamini, CE Gutierrez, ...
Frontiers in neuroinformatics 16, 34, 2022
On the robustness of EEG tensor completion methods
F Duan, H Jia, ZW Zhang, F Feng, Y Tan, YY Dai, A Cichocki, ZL Yang, ...
Science China Technological Sciences 64 (9), 1828-1842, 2021
WLnet: towards an approach for robust workload estimation based on shallow neural networks
Z Sun, B Li, F Duan, H Jia, S Wang, Y Liu, A Cichocki, CF Caiafa, ...
Ieee Access 9, 3165-3173, 2020
Improving pre-movement pattern detection with filter bank selection
H Jia, Z Sun, F Duan, Y Zhang, CF Caiafa, J Solé-Casals
Journal of Neural Engineering 19 (6), 066012, 2022
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