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
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 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
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
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
A novel multimodal approach for hybrid brain–computer interface
Z Sun, Z Huang, F Duan, Y Liu
IEEE Access 8, 89909-89918, 2020
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
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
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
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
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
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
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
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
An Effective Multi-Label Feature Selection Model Towards Eliminating Noisy Features
J Wang, Y Xu, H Xu, Z Sun, Z Yang, J Wei
Applied Sciences 10 (22), 8093, 2020
Simulation of the song motor pathway in birds: A single neuron initiates a chain of events that produces birdsong with realistic spectra properties
C Giordani, H Rivera-Gutierrez, S Zhe, R Micheletto
PloS one 13 (10), e0200998, 2018
Relationship between minimum foot clearance, waist rotation, and aging: toward fall prediction and prevention
G Masumoto, K Okuno, H Takeichi, Z Sun, S Noda, R Himeno, A Cichocki
15th International Symposium on Computer Methods in Biomechanics and …, 2018
Cross-modal codification of images with auditory stimuli: a language for the visually impaired
T Kishino, S Zhe, R Marchisio, R Micheletto
arXiv preprint arXiv:1705.05074, 2017
Emergence of intelligent behavior from a minimalistic stochastic model for the navigation of autonomous Robots
S Zhe, R Micheletto
2014 International Conference on Information Science, Electronics and …, 2014
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
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