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Sun Zhe
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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
1132019
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
322019
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
29*2019
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
162020
A novel multimodal approach for hybrid brain–computer interface
Z Sun, Z Huang, F Duan, Y Liu
IEEE Access 8, 89909-89918, 2020
122020
A fast and precise hog-adaboost based visual support system capable to recognize pedestrian and estimate their distance
K Takahisa, Z Sun, R Micheletto
International Conference on Image Analysis and Processing, 20-29, 2013
102013
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
72021
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
arXiv preprint arXiv:2012.11957, 2020
62020
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 (9), 6655-6672, 2020
62020
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
Proceedings of the 27th International Conference on Computational …, 2018
62018
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
52021
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
52020
Decoding Premovement Patterns with Task-Related Component Analysis
F Duan, H Jia, Z Sun, K Zhang, Y Dai, Y Zhang
Cognitive Computation 13 (5), 1389-1405, 2021
32021
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
32021
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
22020
Noise influence on spike activation in a Hindmarsh–Rose small-world neural network
S Zhe, R Micheletto
Journal of Physics A: Mathematical and Theoretical 49 (28), 285601, 2016
22016
Improving Pre-movement Pattern Detection with Filter Bank Selection
H Jia, Z Sun, F Duan, Y Zhang, CF Caiafa, J Solé-Casals
arXiv preprint arXiv:2201.12153, 2022
12022
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
12021
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
12021
LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract)
Z Zhang, J Wang, Z Sun, Z Yang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15949 …, 2021
12021
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