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Fan Liu
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Year
Fusing transformer model with temporal features for ECG heartbeat classification
G Yan, S Liang, Y Zhang, F Liu
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
742019
Anomaly detection in quasi-periodic time series based on automatic data segmentation and attentional LSTM-CNN
F Liu, X Zhou, J Cao, Z Wang, T Wang, H Wang, Y Zhang
IEEE Transactions on Knowledge and Data Engineering 34 (6), 2626-2640, 2020
432020
An attention-based hybrid LSTM-CNN model for arrhythmias classification
F Liu, X Zhou, T Wang, J Cao, Z Wang, H Wang, Y Zhang
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
402019
Arrhythmias classification by integrating stacked bidirectional LSTM and two-dimensional CNN
F Liu, X Zhou, J Cao, Z Wang, H Wang, Y Zhang
Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019
342019
Assessing the severity of sleep apnea syndrome based on ballistocardiogram
Z Wang, X Zhou, W Zhao, F Liu, H Ni, Z Yu
PloS one 12 (4), e0175351, 2017
292017
A LSTM and CNN based assemble neural network framework for arrhythmias classification
F Liu, X Zhou, J Cao, Z Wang, H Wang, Y Zhang
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
262019
Identifying obstructive sleep apnea by exploiting fine-grained BCG features based on event phase segmentation
F Liu, X Zhou, Z Wang, T Wang, H Ni, J Yang
2016 IEEE 16th International Conference on Bioinformatics and Bioengineering …, 2016
262016
Unobtrusive mattress-based identification of hypertension by integrating classification and association rule mining
F Liu, X Zhou, Z Wang, J Cao, H Wang, Y Zhang
Sensors 19 (7), 1489, 2019
232019
Exploiting feature fusion and long-term context dependencies for simultaneous ECG heartbeat segmentation and classification
X Qiu, S Liang, L Meng, Y Zhang, F Liu
International Journal of Data Science and Analytics 11, 181-193, 2021
152021
OSA-weigher: an automated computational framework for identifying obstructive sleep apnea based on event phase segmentation
F Liu, X Zhou, Z Wang, H Ni, T Wang
Journal of Ambient Intelligence and Humanized Computing 10, 1937-1954, 2019
112019
Identification of hypertension by mining class association rules from multi-dimensional features
F Liu, X Zhou, Z Wang, T Wang, Y Zhang
2018 24th International Conference on Pattern Recognition (ICPR), 3114-3119, 2018
82018
A light-weight data preprocessing and integrative scheduling framework for health monitoring
F Liu, X Zhou, Z Wang, T Wang, H Ni
2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016
62016
C-MWCAR: Classification Based on Multiple Weighted Class Association Rules
G Li, F Liu, C Wu, Y Yao, G Wu, Z Wang, Y Zhang
Applied Sciences 13 (14), 8082, 2023
2023
An Attentional YOLOv4 Model for Target Detection
F Liu, G Li, C Wu, L Zeng, G Wu
2022 4th International Academic Exchange Conference on Science and …, 2022
2022
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