1. A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification. (April 2019) Authors: Shi, Haotian; Wang, Haoren; Huang, Yixiang; Zhao, Liqun; Qin, Chengjin; Liu, Chengliang Journal: Computer methods and programs in biomedicine Issue: Volume 171(2019) Page Start: 1 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A high-precision arrhythmia classification method based on dual fully connected neural network. (April 2020) Authors: Wang, Haoren; Shi, Haotian; Lin, Ke; Qin, Chengjin; Zhao, Liqun; Huang, Yixiang; Liu, Chengliang Journal: Biomedical signal processing and control Issue: Volume 58(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A multi-channel decoupled deep neural network for tunnel boring machine torque and thrust prediction. (March 2023) Authors: Yu, Honggan; Qin, Chengjin; Tao, Jianfeng; Liu, Chengliang; Liu, Quansheng Journal: Tunnelling and underground space technology Issue: Volume 133(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A Novel A-CNN Method for TBM Utilization Factor Estimation. Issue 1 (August 2021) Authors: Yu, Honggan; Tao, Jianfeng; Qin, Chengjin; Sun, Hao; Liu, Chengliang Journal: Journal of physics Issue: Volume 2001:Issue 1(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. A novel attentional deep neural network-based assessment method for ECG quality. (January 2023) Authors: Jin, Yanrui; Li, Zhiyuan; Qin, Chengjin; Liu, Jinlei; Liu, Yunqing; Zhao, Liqun; Liu, Chengliang Journal: Biomedical signal processing and control Issue: Volume 79(2023)Part 1 Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. A novel constrained dense convolutional autoencoder and DNN-based semi-supervised method for shield machine tunnel geological formation recognition. (15th February 2022) Authors: Yu, Honggan; Tao, Jianfeng; Qin, Chengjin; Liu, Mingyang; Xiao, Dengyu; Sun, Hao; Liu, Chengliang Journal: Mechanical systems and signal processing Issue: Volume 165(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. (November 2022) Authors: Liu, Jinlei; Jin, Yanrui; Liu, Yunqing; Li, Zhiyuan; Qin, Chengjin; Chen, Xiaojun; Zhao, Liqun; Liu, Chengliang Journal: Computers in biology and medicine Issue: Volume 150(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. A novel stability prediction method for milling operations using the holistic-interpolation scheme. (July 2019) Authors: Qin, Chengjin; Tao, Jianfeng; Liu, Chengliang Journal: Proceedings of the Institution of Mechanical Engineers Issue: Volume 233:Number 13(2019) Page Start: 4463 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Actual bearing compound fault diagnosis based on active learning and decoupling attentional residual network. (March 2021) Authors: Jin, Yanrui; Qin, Chengjin; Huang, Yixiang; Liu, Chengliang Journal: Measurement Issue: Volume 173(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. An accurate and adaptative cutterhead torque prediction method for shield tunneling machines via adaptative residual long-short term memory network. (15th February 2022) Authors: Jin, Yanrui; Qin, Chengjin; Tao, Jianfeng; Liu, Chengliang Journal: Mechanical systems and signal processing Issue: Volume 165(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗