| EEG-based emotion classification using a deep neural network and sparse autoencoder J Liu, G Wu, Y Luo, S Qiu, S Yang, W Li, Y Bi Frontiers in Systems Neuroscience 14, 43, 2020 | 225 | 2020 |
| An Optimized Image Watermarking Method Based on HD and SVD in DWT Domain RZ Liu, Junxiu, Jiadong Huang, Yuling Luo, Lvchen Cao, Su Yang, Duqu Wei IEEE Access 7 (1), 80849-80860, 2019 | 177 | 2019 |
| Alzheimer's disease detection using depthwise separable convolutional neural networks J Liu, M Li, Y Luo, S Yang, W Li, Y Bi Computer Methods and Programs in Biomedicine 203, 106032, 2021 | 122 | 2021 |
| On the usability of electroencephalographic signals for biometric recognition: A survey S Yang, F Deravi IEEE Transactions on Human-Machine Systems 47 (6), 958-969, 2017 | 106 | 2017 |
| M/EEG-based Bio-markers to predict the Mild Cognitive Impairment and Alzheimer's Diseases: A Review from the Machine Learning Perspective S Yang, JM Bornot, KF Wong-Lin, G Prasad IEEE Transactions on Biomedical Engineering, 2019 | 100 | 2019 |
| Task sensitivity in EEG biometric recognition S Yang, F Deravi, S Hoque Pattern Analysis and Applications 21, 105-117, 2018 | 76 | 2018 |
| Echo state network optimization using binary grey wolf algorithm J Liu, T Sun, Y Luo, S Yang, Y Cao, J Zhai Neurocomputing 385, 310-318, 2020 | 59 | 2020 |
| An analysis of two common reference points for EEGs S Lopez, A Gross, S Yang, M Golmohammadi, I Obeid, J Picone 2016 IEEE signal processing in medicine and biology symposium (SPMB), 1-5, 2016 | 48 | 2016 |
| Novel HHT-Based Features for Biometric Identification Using EEG Signals S Yang, F Deravi 2014 22nd International Conference on Pattern Recognition, 2014 | 36 | 2014 |
| Intelligent traffic light control by exploring strategies in an optimised space of deep Q-learning J Liu, S Qin, Y Luo, Y Wang, S Yang IEEE Transactions on Vehicular Technology 71 (6), 5960-5970, 2022 | 34 | 2022 |
| Wavelet-based EEG preprocessing for biometric applications S Yang, F Deravi 2013 fourth international conference on emerging security technologies, 43-46, 2013 | 34 | 2013 |
| An echo state network architecture based on quantum logic gate and its optimization J Liu, T Sun, Y Luo, S Yang, Y Cao, J Zhai Neurocomputing 371, 100-107, 2020 | 33 | 2020 |
| Improved time-frequency features and electrode placement for EEG-based biometric person recognition S Yang, S Hoque, F Deravi IEEE Access, 2019 | 33 | 2019 |
| The TUH EEG seizure corpus M Golmohammadi, V Shah, S Lopez, S Ziyabari, S Yang, J Camaratta, ... Proceedings of the American Clinical Neurophysiology Society Annual Meeting, 1, 2017 | 33 | 2017 |
| On the effectiveness of EEG signals as a source of biometric information S Yang, F Deravi 2012 Third International Conference on Emerging Security Technologies, 49-52, 2012 | 30 | 2012 |
| Spiking neural network-based multi-task autonomous learning for mobile robots J Liu, H Lu, Y Luo, S Yang Engineering Applications of Artificial Intelligence 104, 104362, 2021 | 27 | 2021 |
| Mass Spectral Substance Detections Using Long Short-Term Memory Networks J Liu, J Zhang, Y Luo, S Yang, J Wang, Q Fu IEEE Access 7, 10734 - 10744, 2019 | 20 | 2019 |
| An early stage researcher's primer on systems medicine terminology M Zanin, NAA Aitya, J Basilio, J Baumbach, A Benis, CK Behera, ... Network and systems medicine 4 (1), 2-50, 2021 | 19 | 2021 |
| A hardware pseudo-random number generator using stochastic computing and logistic map J Liu, Z Liang, Y Luo, L Cao, S Zhang, Y Wang, S Yang Micromachines 12 (1), 31, 2020 | 19 | 2020 |
| Federated learning-based vertebral body segmentation J Liu, X Liang, R Yang, Y Luo, H Lu, L Li, S Zhang, S Yang Engineering Applications of Artificial Intelligence 116, 105451, 2022 | 16 | 2022 |
Farzin DeraviProfessor of Information Engineering, University of KentGeverifieerd e-mailadres voor kent.ac.uk