Chengjin Qin

41 papers Journal 40Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Shield Machine Main Bearing Health Evaluation Approach Based on Two-Stage Signal Decomposition.
IEEE Trans. Ind. Informatics
Gang Shi, Chengjin Qin, Zhinan Zhang, Pengcheng Xia, Chengliang Liu
2026 J jnl
Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis.
CoRR
Pengcheng Xia, Zhichao Dong, Yixiang Huang, Chengjin Qin, Qun Chao, Chengliang Liu
2026 J jnl
Generalized envelope nonlinear Gini index-gram guided two-stage chirp mode decomposition for shield machine main bearing fault diagnosis.
Adv. Eng. Informatics
Gang Shi, Chengjin Qin, Pengcheng Xia, Zhinan Zhang, Chengliang Liu
2025 J jnl
A scalable digital assets framework for distributed robot system's anomaly detection based on hybrid convolutional autoencoder.
Neurocomputing
Shijie Wang, Jianfeng Tao, Qincheng Jiang, Wei Chen, Chengjin Qin, Pencheng Xia, Chengliang Liu
2025 J jnl
Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working conditions.
CoRR
Pengcheng Xia, Yixiang Huang, Chengjin Qin, Chengliang Liu
2025 J jnl
Synchrosqueezing-Based Demodulation Transform for Analyzing Complicated Signal Containing Strong Noise.
IEEE Trans. Instrum. Meas.
Gang Shi, Shunan Wang, Yucong Liu, Chengjin Qin, Chengliang Liu
2024 J jnl
A Domain-Adversarial Wide-Kernel Convolutional Neural Network for Noisy Domain Adaptive Diesel Engine Misfire Diagnosis.
IEEE Trans. Instrum. Meas.
Senhan Xu, Junbo Lei, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu
2024 J jnl
A novel deep wavelet convolutional neural network for actual ECG signal denoising.
Biomed. Signal Process. Control.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Yunqing Liu, Zhiyuan Li, Chengliang Liu
2024 J jnl
Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data.
IEEE Trans. Instrum. Meas.
Yunqing Liu, Chengjin Qin, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2024 J jnl
MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines.
Expert Syst. Appl.
Wenjie Li, Xiangpeng Liu, Danning Wang, Wei Lu, Bo Yuan, Chengjin Qin, Yuhua Cheng, Catalin-Daniel Caleanu
2024 J jnl
Multi-objective trajectory planning for segment assembly robots using a B-spline interpolation- and infeasible-updating non-dominated sorting-based method.
Appl. Soft Comput.
Hao Sun, Jianfeng Tao, Chengjin Qin, Chang Dong, Shuang Xu, Qianwei Zhuang, Chengliang Liu
2024 J jnl
Sparsity-Assisted Variational Nonlinear Component Decomposition.
IEEE Trans. Ind. Informatics
Gang Shi, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu
2024 J jnl
Towards prognostic generalization: a domain conditional invariance and specificity disentanglement network for remaining useful life prediction.
J. Intell. Manuf.
Pengcheng Xia, Yixiang Huang, Chengjin Qin, Chengliang Liu
2023 J jnl
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning.
Appl. Intell.
Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2023 J jnl
A novel attentional deep neural network-based assessment method for ECG quality.
Biomed. Signal Process. Control.
Yanrui Jin, Zhiyuan Li, Chengjin Qin, Jinlei Liu, Yunqing Liu, Liqun Zhao, Chengliang Liu
2023 J jnl
Adaptive Time-Frequency-Supported Chirp Component Decomposition.
IEEE Trans. Instrum. Meas.
Gang Shi, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu
2023 J jnl
Anti-noise diesel engine misfire diagnosis using a multi-scale CNN-LSTM neural network with denoising module.
CAAI Trans. Intell. Technol.
Chengjin Qin, Yanrui Jin, Zhinan Zhang, Honggan Yu, Jianfeng Tao, Hao Sun, Chengliang Liu
2023 J jnl
Spectral Interference Rejection Algorithm for Beat Frequency Estimation in Machining Chatter.
IEEE Trans. Instrum. Meas.
Yuxin Sun, Chengjin Qin, Xiaolong Yang, Zhongqu Xie, Haifeng Ma, Zhenhua Xiong, Xiangyang Zhu, Yulin Wang
2023 J jnl
Table Tennis Track Detection Based on Temporal Feature Multiplexing Network.
Sensors
Wenjie Li, Xiangpeng Liu, Kang An, Chengjin Qin, Yuhua Cheng
2022 J jnl
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection.
IEEE Trans. Instrum. Meas.
Yanrui Jin, Jinlei Liu, Yunqing Liu, Chengjin Qin, Zhiyuan Li, Dengyu Xiao, Liqun Zhao, Chengliang Liu
2022 J jnl
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.
Xingchen Fu, Jianfeng Tao, Chengjin Qin, Qi Wei, Chengliang Liu
2022 J jnl
A gene expression programming-based method for real-time wear estimation of disc cutter on TBM cutterhead.
Neural Comput. Appl.
Jianfeng Tao, Honggan Yu, Chengjin Qin, Hao Sun, Chengliang Liu
2022 J jnl
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks.
Comput. Biol. Medicine
Jinlei Liu, Yanrui Jin, Yunqing Liu, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu
2022 J jnl
An efficient neural network-based method for patient-specific information involved arrhythmia detection.
Knowl. Based Syst.
Yunqing Liu, Chengjin Qin, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Chengliang Liu
2022 J jnl
Detection of Green Asparagus Using Improved Mask R-CNN for Automatic Harvesting.
Sensors
Xiangpeng Liu, Danning Wang, Yani Li, Xiqiang Guan, Chengjin Qin
2022 J jnl
Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout.
Knowl. Based Syst.
Dengyu Xiao, Chengjin Qin, Jianwen Ge, Pengcheng Xia, Yixiang Huang, Chengliang Liu
2021 J jnl
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples.
IEEE Trans. Instrum. Meas.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Zhiyuan Li, Haotian Shi, Ke Lin, Yunqing Liu, Chengliang Liu
2021 J jnl
A VMD-EWT-LSTM-based multi-step prediction approach for shield tunneling machine cutterhead torque.
Knowl. Based Syst.
Gang Shi, Chengjin Qin, Jianfeng Tao, Chengliang Liu
2021 J jnl
Precise and efficient heartbeat classification using a novel lightweight-modified method.
Biomed. Signal Process. Control.
Yunqing Liu, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu
2021 J jnl
TScatNet: An Interpretable Cross-Domain Intelligent Diagnosis Model With Antinoise and Few-Shot Learning Capability.
IEEE Trans. Instrum. Meas.
Chao Liu, Chengjin Qin, Xi Shi, Zengwei Wang, Gang Zhang, Yunting Han
2021 J jnl
Unsupervised deep representation learning for motor fault diagnosis by mutual information maximization.
J. Intell. Manuf.
Dengyu Xiao, Chengjin Qin, Honggan Yu, Yixiang Huang, Chengliang Liu
2020 J jnl
A high-precision arrhythmia classification method based on dual fully connected neural network.
Biomed. Signal Process. Control.
Haoren Wang, Haotian Shi, Ke Lin, Chengjin Qin, Liqun Zhao, Yixiang Huang, Chengliang Liu
2020 J jnl
A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection.
Knowl. Based Syst.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Ke Lin, Haotian Shi, Yixiang Huang, Chengliang Liu
2020 J jnl
An incremental learning system for atrial fibrillation detection based on transfer learning and active learning.
Comput. Methods Programs Biomed.
Haotian Shi, Haoren Wang, Chengjin Qin, Liqun Zhao, Chengliang Liu
2020 J jnl
Automated heartbeat classification based on deep neural network with multiple input layers.
Knowl. Based Syst.
Haotian Shi, Chengjin Qin, Dengyu Xiao, Liqun Zhao, Chengliang Liu
2020 J jnl
Multi-domain modeling of atrial fibrillation detection with twin attentional convolutional long short-term memory neural networks.
Knowl. Based Syst.
Yanrui Jin, Chengjin Qin, Yixiang Huang, Wenyi Zhao, Chengliang Liu
2020 J jnl
Timely chatter identification for robotic drilling using a local maximum synchrosqueezing-based method.
J. Intell. Manuf.
Jianfeng Tao, Chengjin Qin, Dengyu Xiao, Haotian Shi, Xiao Ling, Bingchu Li, Chengliang Liu
2019 J jnl
A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification.
Comput. Methods Programs Biomed.
Haotian Shi, Haoren Wang, Yixiang Huang, Liqun Zhao, Chengjin Qin, Chengliang Liu
2019 J jnl
Domain Adaptive Motor Fault Diagnosis Using Deep Transfer Learning.
IEEE Access
Dengyu Xiao, Yixiang Huang, Lujie Zhao, Chengjin Qin, Haotian Shi, Chengliang Liu
2019 — conf
Health Assessment for Crane Pumps based on Vehicle Tests using Deep Autoencoder and Metric Learning.
ICPHM
Dengyu Xiao, Yixiang Huang, Chengjin Qin, Haotian Shi, Chengliang Liu, Zenghai Shan
2019 J jnl
Intelligent Fault Diagnosis of Diesel Engines via Extreme Gradient Boosting and High-Accuracy Time-Frequency Information of Vibration Signals.
Sensors
Jianfeng Tao, Chengjin Qin, Weixing Li, Chengliang Liu