Fan Liu

According to our database, Fan Liu authored at least 11 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Anomaly Detection in Quasi-Periodic Time Series Based on Automatic Data Segmentation and Attentional LSTM-CNN.

Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Tianben Wang, Hua Wang, Yanchun Zhang

IEEE Trans. Knowl. Data Eng., 2022

2021

Exploiting feature fusion and long-term context dependencies for simultaneous ECG heartbeat segmentation and classification.

Xi Qiu, Shen Liang, Lingxiao Meng, Yanchun Zhang, Fan Liu

Int. J. Data Sci. Anal., 2021

2019

Unobtrusive Mattress-Based Identification of Hypertension by Integrating Classification and Association Rule Mining.

Fan Liu, Xingshe Zhou, Zhu Wang, Jinli Cao, Hua Wang, Yanchun Zhang

Sensors, 2019

OSA-weigher: an automated computational framework for identifying obstructive sleep apnea based on event phase segmentation.

Fan Liu, Xingshe Zhou, Zhu Wang, Hongbo Ni, Tianben Wang

J. Ambient Intell. Humaniz. Comput., 2019

Arrhythmias Classification by Integrating Stacked Bidirectional LSTM and Two-Dimensional CNN.

Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

An Attention-based Hybrid LSTM-CNN Model for Arrhythmias Classification.

Fan Liu, Xingshe Zhou, Tianben Wang, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang

Proceedings of the International Joint Conference on Neural Networks, 2019

A LSTM and CNN Based Assemble Neural Network Framework for Arrhythmias Classification.

Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang

Proceedings of the IEEE International Conference on Acoustics, 2019

Fusing Transformer Model with Temporal Features for ECG Heartbeat Classification.

Genshen Yan, Shen Liang, Yanchun Zhang, Fan Liu

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Identification of Hypertension by Mining Class Association Rules from Multi-dimensional Features.

Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Yanchun Zhang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2016

Identifying Obstructive Sleep Apnea by Exploiting Fine-Grained BCG Features Based on Event Phase Segmentation.

Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Hongbo Ni, Jun Yang

Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016

A light-weight data preprocessing and integrative scheduling framework for health monitoring.

Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Hongbo Ni

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016