Chengjin Qin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Transfer Learning

Beat Classification

Atrial Fibrillation

Top Venues

IEEE Trans. Instrum. Meas.

Knowl. Based Syst.

Biomed. Signal Process. Control.

Publications

Hao Sun, Jianfeng Tao, Chengjin Qin, Chang Dong, Shuang Xu, Qianwei Zhuang, Chengliang Liu
Multi-objective trajectory planning for segment assembly robots using a B-spline interpolation- and infeasible-updating non-dominated sorting-based method. Appl. Soft Comput. 152 (2024)
Wenjie Li, Xiangpeng Liu, Danning Wang, Wei Lu, Bo Yuan, Chengjin Qin, Yuhua Cheng, Catalin-Daniel Caleanu
MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines. Expert Syst. Appl. 238 (Part A) (2024)
Yanrui Jin, Chengjin Qin, Jinlei Liu, Yunqing Liu, Zhiyuan Li, Chengliang Liu
A novel deep wavelet convolutional neural network for actual ECG signal denoising. Biomed. Signal Process. Control. 87 (Part A) (2024)
Gang Shi, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu
Sparsity-Assisted Variational Nonlinear Component Decomposition. IEEE Trans. Ind. Informatics 20 (3) (2024)
Senhan Xu, Junbo Lei, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu
A Domain-Adversarial Wide-Kernel Convolutional Neural Network for Noisy Domain Adaptive Diesel Engine Misfire Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Gang Shi, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu
Adaptive Time-Frequency-Supported Chirp Component Decomposition. IEEE Trans. Instrum. Meas. 72 (2023)
Wenjie Li, Xiangpeng Liu, Kang An, Chengjin Qin, Yuhua Cheng
Table Tennis Track Detection Based on Temporal Feature Multiplexing Network. Sensors 23 (3) (2023)
Yanrui Jin, Zhiyuan Li, Chengjin Qin, Jinlei Liu, Yunqing Liu, Liqun Zhao, Chengliang Liu
A novel attentional deep neural network-based assessment method for ECG quality. Biomed. Signal Process. Control. 79 (Part) (2023)
Yuxin Sun, Chengjin Qin, Xiaolong Yang, Zhongqu Xie, Haifeng Ma, Zhenhua Xiong, Xiangyang Zhu, Yulin Wang
Spectral Interference Rejection Algorithm for Beat Frequency Estimation in Machining Chatter. IEEE Trans. Instrum. Meas. 72 (2023)
Chengjin Qin, Yanrui Jin, Zhinan Zhang, Honggan Yu, Jianfeng Tao, Hao Sun, Chengliang Liu
Anti-noise diesel engine misfire diagnosis using a multi-scale CNN-LSTM neural network with denoising module. CAAI Trans. Intell. Technol. 8 (3) (2023)
Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. Appl. Intell. 53 (21) (2023)
Jinlei Liu, Yanrui Jin, Yunqing Liu, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. Comput. Biol. Medicine 150 (2022)
Yanrui Jin, Jinlei Liu, Yunqing Liu, Chengjin Qin, Zhiyuan Li, Dengyu Xiao, Liqun Zhao, Chengliang Liu
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Jianfeng Tao, Honggan Yu, Chengjin Qin, Hao Sun, Chengliang Liu
A gene expression programming-based method for real-time wear estimation of disc cutter on TBM cutterhead. Neural Comput. Appl. 34 (22) (2022)
Xiangpeng Liu, Danning Wang, Yani Li, Xiqiang Guan, Chengjin Qin
Detection of Green Asparagus Using Improved Mask R-CNN for Automatic Harvesting. Sensors 22 (23) (2022)
Yunqing Liu, Chengjin Qin, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Chengliang Liu
An efficient neural network-based method for patient-specific information involved arrhythmia detection. Knowl. Based Syst. 250 (2022)
Xingchen Fu, Jianfeng Tao, Chengjin Qin, Qi Wei, Chengliang Liu
A Roller State-Based Fault Diagnosis Method for Tunnel Boring Machine Main Bearing Using Two-Stream CNN With Multichannel Detrending Inputs. IEEE Trans. Instrum. Meas. 71 (2022)
Dengyu Xiao, Chengjin Qin, Jianwen Ge, Pengcheng Xia, Yixiang Huang, Chengliang Liu
Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout. Knowl. Based Syst. 239 (2022)
Yunqing Liu, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu
Precise and efficient heartbeat classification using a novel lightweight-modified method. Biomed. Signal Process. Control. 68 (2021)
Gang Shi, Chengjin Qin, Jianfeng Tao, Chengliang Liu
A VMD-EWT-LSTM-based multi-step prediction approach for shield tunneling machine cutterhead torque. Knowl. Based Syst. 228 (2021)
Dengyu Xiao, Chengjin Qin, Honggan Yu, Yixiang Huang, Chengliang Liu
Unsupervised deep representation learning for motor fault diagnosis by mutual information maximization. J. Intell. Manuf. 32 (2) (2021)
Yanrui Jin, Chengjin Qin, Jinlei Liu, Zhiyuan Li, Haotian Shi, Ke Lin, Yunqing Liu, Chengliang Liu
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples. IEEE Trans. Instrum. Meas. 70 (2021)
Chao Liu, Chengjin Qin, Xi Shi, Zengwei Wang, Gang Zhang, Yunting Han
TScatNet: An Interpretable Cross-Domain Intelligent Diagnosis Model With Antinoise and Few-Shot Learning Capability. IEEE Trans. Instrum. Meas. 70 (2021)
Yanrui Jin, Chengjin Qin, Yixiang Huang, Wenyi Zhao, Chengliang Liu
Multi-domain modeling of atrial fibrillation detection with twin attentional convolutional long short-term memory neural networks. Knowl. Based Syst. 193 (2020)
Haotian Shi, Haoren Wang, Chengjin Qin, Liqun Zhao, Chengliang Liu
An incremental learning system for atrial fibrillation detection based on transfer learning and active learning. Comput. Methods Programs Biomed. 187 (2020)
Haotian Shi, Chengjin Qin, Dengyu Xiao, Liqun Zhao, Chengliang Liu
Automated heartbeat classification based on deep neural network with multiple input layers. Knowl. Based Syst. 188 (2020)
Jianfeng Tao, Chengjin Qin, Dengyu Xiao, Haotian Shi, Xiao Ling, Bingchu Li, Chengliang Liu
Timely chatter identification for robotic drilling using a local maximum synchrosqueezing-based method. J. Intell. Manuf. 31 (5) (2020)
Yanrui Jin, Chengjin Qin, Jinlei Liu, Ke Lin, Haotian Shi, Yixiang Huang, Chengliang Liu
A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection. Knowl. Based Syst. 203 (2020)
Haoren Wang, Haotian Shi, Ke Lin, Chengjin Qin, Liqun Zhao, Yixiang Huang, Chengliang Liu
A high-precision arrhythmia classification method based on dual fully connected neural network. Biomed. Signal Process. Control. 58 (2020)
Dengyu Xiao, Yixiang Huang, Lujie Zhao, Chengjin Qin, Haotian Shi, Chengliang Liu
Domain Adaptive Motor Fault Diagnosis Using Deep Transfer Learning. IEEE Access 7 (2019)
Dengyu Xiao, Yixiang Huang, Chengjin Qin, Haotian Shi, Chengliang Liu, Zenghai Shan
Health Assessment for Crane Pumps based on Vehicle Tests using Deep Autoencoder and Metric Learning. ICPHM (2019)
Jianfeng Tao, Chengjin Qin, Weixing Li, Chengliang Liu
Intelligent Fault Diagnosis of Diesel Engines via Extreme Gradient Boosting and High-Accuracy Time-Frequency Information of Vibration Signals. Sensors 19 (15) (2019)
Haotian Shi, Haoren Wang, Yixiang Huang, Liqun Zhao, Chengjin Qin, Chengliang Liu
A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification. Comput. Methods Programs Biomed. 171 (2019)