Fan Liu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Data Preprocessing

Obstructive Sleep Apnea

Top Venues

Publications

Fan Liu, Huamin Wang, Zhizhe Sheng, Qinyuan Tian, Sofia Elena Sienra Chaves
Artistic Expression and Affective Computing for Left-behind Children. EBIMCS (2023)
Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Tianben Wang, Hua Wang, Yanchun Zhang
Anomaly Detection in Quasi-Periodic Time Series Based on Automatic Data Segmentation and Attentional LSTM-CNN. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Xi Qiu, Shen Liang, Lingxiao Meng, Yanchun Zhang, Fan Liu
Exploiting feature fusion and long-term context dependencies for simultaneous ECG heartbeat segmentation and classification. Int. J. Data Sci. Anal. 11 (3) (2021)
Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang
A LSTM and CNN Based Assemble Neural Network Framework for Arrhythmias Classification. ICASSP (2019)
Fan Liu, Xingshe Zhou, Zhu Wang, Jinli Cao, Hua Wang, Yanchun Zhang
Unobtrusive Mattress-Based Identification of Hypertension by Integrating Classification and Association Rule Mining. Sensors 19 (7) (2019)
Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang
Arrhythmias Classification by Integrating Stacked Bidirectional LSTM and Two-Dimensional CNN. PAKDD (2) (2019)
Fan Liu, Xingshe Zhou, Zhu Wang, Hongbo Ni, Tianben Wang
OSA-weigher: an automated computational framework for identifying obstructive sleep apnea based on event phase segmentation. J. Ambient Intell. Humaniz. Comput. 10 (5) (2019)
Genshen Yan, Shen Liang, Yanchun Zhang, Fan Liu
Fusing Transformer Model with Temporal Features for ECG Heartbeat Classification. BIBM (2019)
Fan Liu, Xingshe Zhou, Tianben Wang, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang
An Attention-based Hybrid LSTM-CNN Model for Arrhythmias Classification. IJCNN (2019)
Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Yanchun Zhang
Identification of Hypertension by Mining Class Association Rules from Multi-dimensional Features. ICPR (2018)
Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Hongbo Ni, Jun Yang
Identifying Obstructive Sleep Apnea by Exploiting Fine-Grained BCG Features Based on Event Phase Segmentation. BIBE (2016)
Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Hongbo Ni
A light-weight data preprocessing and integrative scheduling framework for health monitoring. BHI (2016)