GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification Z Jia, Y Lin, J Wang, R Zhou, X Ning, Y He, Y Zhao | 242 | 2020 |
Multi-view spatial-temporal graph convolutional networks with domain generalization for sleep stage classification Z Jia, Y Lin, J Wang, X Ning, Y He, R Zhou, Y Zhou, HL Li-wei IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 1977-1986, 2021 | 202 | 2021 |
SST-EmotionNet: Spatial-spectral-temporal based attention 3D dense network for EEG emotion recognition Z Jia, Y Lin, X Cai, H Chen, H Gou, J Wang Proceedings of the 28th ACM International Conference on Multimedia, 2909-2917, 2020 | 151 | 2020 |
Multifractal cross-correlation analysis based on statistical moments J Wang, P Shang, W Ge Fractals 20 (03n04), 271-279, 2012 | 138 | 2012 |
Link prediction with node clustering coefficient Z Wu, Y Lin, J Wang, S Gregory Physica A: Statistical Mechanics and its Applications 452, 1-8, 2016 | 133 | 2016 |
SalientSleepNet: Multimodal salient wave detection network for sleep staging Z Jia, Y Lin, J Wang, X Wang, P Xie, Y Zhang arXiv preprint arXiv:2105.13864, 2021 | 112 | 2021 |
Multiscale multifractal detrended cross-correlation analysis of financial time series W Shi, P Shang, J Wang, A Lin Physica A: Statistical Mechanics and its Applications 403, 35-44, 2014 | 95 | 2014 |
HetEmotionNet: two-stream heterogeneous graph recurrent neural network for multi-modal emotion recognition Z Jia, Y Lin, J Wang, Z Feng, X Xie, C Chen Proceedings of the 29th ACM International Conference on Multimedia, 1047-1056, 2021 | 94 | 2021 |
A RR Interval Based Automated Apnea Detection Approach Using Residual Network L Wang, Y Lin, J Wang Computer Methods and Programs in Biomedicine 176, 93-104, 2019 | 74 | 2019 |
MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification Z Jia, Y Lin, J Wang, K Yang, T Liu, X Zhang Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 69 | 2021 |
Multiscale multifractal analysis of traffic signals to uncover richer structures J Wang, P Shang, X Cui Physical Review E 89 (3), 032916, 2014 | 69 | 2014 |
Permutation and weighted-permutation entropy analysis for the complexity of nonlinear time series J Xia, P Shang, J Wang, W Shi Communications in Nonlinear Science and Numerical Simulation 31 (1-3), 60-68, 2016 | 68 | 2016 |
SleepPrintNet: a multivariate multimodal neural network based on physiological time-series for automatic sleep staging Z Jia, X Cai, G Zheng, J Wang, Y Lin IEEE Transactions on Artificial Intelligence 1 (3), 248-257, 2020 | 66 | 2020 |
Multiscale entropy analysis of traffic time series J Wang, P Shang, X Zhao, J Xia International Journal of Modern Physics C 24 (02), 1350006, 2013 | 59 | 2013 |
Classifying of financial time series based on multiscale entropy and multiscale time irreversibility J Xia, P Shang, J Wang, W Shi Physica A: Statistical Mechanics and Its Applications 400, 151-158, 2014 | 57 | 2014 |
Time-frequency convolutional neural network for automatic sleep stage classification based on single-channel EEG L Wei, Y Lin, J Wang, Y Ma 2017 IEEE 29th International Conference on Tools with Artificial …, 2017 | 52 | 2017 |
CoSleep: A Multi-View Representation Learning Framework for Self-Supervised Learning of Sleep Stage Classification J Ye, Q Xiao, J Wang, H Zhang, J Deng, Y Lin IEEE Signal Processing Letters 29, 189-193, 2021 | 47 | 2021 |
Self-Supervised Learning for Sleep Stage Classification with Predictive and Discriminative Contrastive Coding Q Xiao, J Wang, J Ye, H Zhang, Y Bu, Y Zhang, H Wu ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 44 | 2021 |
Refined nonuniform embedding for coupling detection in multivariate time series Z Jia, Y Lin, Y Liu, Z Jiao, J Wang Physical Review E 101 (6), 062113, 2020 | 44 | 2020 |
Estimation of local scale exponents for heartbeat time series based on DFA J Xia, P Shang, J Wang Nonlinear Dynamics 74 (4), 1183-1190, 2013 | 41 | 2013 |