Changming Cheng

24 papers Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dynamic domain adaptive ensemble for intelligent fault diagnosis of machinery.
Knowl. Based Syst.
Kui Hu, Qingbo He, Hao Xu, Changming Cheng, Zhike Peng
2025 J jnl
Frequency-Assisted Contrastive Learning With Cyclic Fine-Tuning for Rotating Machinery Fault Diagnosis Under Limited Labeled Data.
IEEE Trans. Instrum. Meas.
Xinyu Li, Changming Cheng, Zhike Peng
2025 J jnl
Hierarchical pseudo-label co-calibration with prototypical decision boundary optimization for mechanical fault diagnosis in label-scarce scenarios.
Adv. Eng. Informatics
Xinyu Li, Changming Cheng, Zhike Peng
2025 J jnl
Label-guided contrastive learning with weighted pseudo-labeling: A novel mechanical fault diagnosis method with insufficient annotated data.
Reliab. Eng. Syst. Saf.
Xinyu Li, Changming Cheng, Zhike Peng
2024 J jnl
Adaptive incremental diagnosis model for intelligent fault diagnosis with dynamic weight correction.
Reliab. Eng. Syst. Saf.
Kui Hu, Qingbo He, Changming Cheng, Zhike Peng
2023 J jnl
A Nonlinearity-Sensitive Approach for Early Damage Detection Using NOFRFs and the Hybrid-LSTM Model.
IEEE Trans. Instrum. Meas.
Shangyu Zhao, Changming Cheng, Guanzhen Zhang, Miaomiao Lin, Zhike Peng, Guang Meng
2023 J jnl
A Scalable Gaussian Process for Large-Scale Periodic Data.
Technometrics
Yongxiang Li, Yuting Pu, Changming Cheng, Qian Xiao
2023 J jnl
An Unsupervised Condition Monitoring Method for Rolling Bearings Based on Compound Feature Selection and Multistep-Aware BiGRU-VAE.
IEEE Trans. Instrum. Meas.
Xinyu Li, Changming Cheng, Guanzhen Zhang, Zhike Peng
2023 J jnl
Hybrid Semi-Supervised Learning for Rotating Machinery Fault Diagnosis Based on Grouped Pseudo Labeling and Consistency Regularization.
IEEE Trans. Instrum. Meas.
Baoxuan Zhao, Changming Cheng, Shangyu Zhao, Zhike Peng
2023 J jnl
Semisupervised Fault Diagnosis of Gearbox Using Weighted Graph-Based Label Propagation and Virtual Adversarial Training.
IEEE Trans. Instrum. Meas.
Duo Shan, Changming Cheng, Lingjian Li, Zhike Peng, Qingbo He
2022 J jnl
An Instance and Feature-Based Hybrid Transfer Model for Fault Diagnosis of Rotating Machinery With Different Speeds.
IEEE Trans. Instrum. Meas.
Baoxuan Zhao, Changming Cheng, Guanzhen Zhang, Miaomiao Lin, Zhike Peng, Guang Meng
2022 J jnl
Identification of Sparse Volterra Systems: An Almost Orthogonal Matching Pursuit Approach.
IEEE Trans. Autom. Control.
Changming Cheng, Er-Wei Bai, Zhike Peng
2022 J jnl
Persistence of excitation for identifying switched linear systems.
Autom.
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
2022 J jnl
Relation-Aware Attentive Neural Processes Model for Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas.
Junzhong Lu, Changming Cheng, Baoxuan Zhao, Zhike Peng
2021 J jnl
Hybrid Pre-Training Strategy for Deep Denoising Neural Networks and Its Application in Machine Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Baoxuan Zhao, Changming Cheng, Zhike Peng, Qingbo He, Guang Meng
2021 J jnl
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms.
CoRR
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
2021 J jnl
Variable Selection According to Goodness of Fit in Nonparametric Nonlinear System Identification.
IEEE Trans. Autom. Control.
Changming Cheng, Er-Wei Bai
2021 J jnl
Variable selection based on squared derivative averages.
Autom.
Changming Cheng, Er-Wei Bai
2020 J jnl
Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model.
IEEE Trans. Instrum. Meas.
Baoxuan Zhao, Changming Cheng, Zhike Peng, Xingjian Dong, Guang Meng
2019 J jnl
Consistent Variable Selection for a Nonparametric Nonlinear System by Inverse and Contour Regressions.
IEEE Trans. Autom. Control.
Changming Cheng, Er-Wei Bai, Zhike Peng
2019 J jnl
Ranking the importance of variables in nonlinear system identification.
Autom.
Changming Cheng, Er-Wei Bai
2019 — conf
Variable Selection for a Nonparametric Nonlinear System by Directional Regression.
CDC
Changming Cheng, Er-Wei Bai
2019 J jnl
Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality.
Autom.
Er-Wei Bai, Changming Cheng, Wen-Xiao Zhao
2018 J jnl
Impulse response function identification of linear mechanical systems based on Kautz basis expansion with multiple poles.
Int. J. Syst. Sci.
Changming Cheng, Zhike Peng, Xingjian Dong, Wenming Zhang, Guang Meng