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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
1282019
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
422019
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
28*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
222020
A novel multimodal approach for hybrid brain–computer interface
Z Sun, Z Huang, F Duan, Y Liu
IEEE Access 8, 89909-89918, 2020
162020
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
142021
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
112021
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
102021
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
92020
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
92013
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
62021
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
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
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
42021
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
32020
Accurate indoor location awareness based on machine learning of environmental sensing data
H Ge, Z Sun, Y Chiba, N Koshizuka
Computers & Electrical Engineering 98, 107676, 2022
22022
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
22021
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
22021
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
22021
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
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Articles 1–20