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ORCIDChangmin Cheng
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- affiliation: Shanghai Jiaotong University, China
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2020 – today
- 2025
[j19]Xinyu Li, Changming Cheng
, Zhike Peng:
Label-guided contrastive learning with weighted pseudo-labeling: A novel mechanical fault diagnosis method with insufficient annotated data. Reliab. Eng. Syst. Saf. 254: 110597 (2025)- 2024
- [j18]Kui Hu, Qingbo He, Changming Cheng, Zhike Peng:
Adaptive incremental diagnosis model for intelligent fault diagnosis with dynamic weight correction. Reliab. Eng. Syst. Saf. 241: 109705 (2024) - 2023
- [j17]Yongxiang Li, Yuting Pu, Changming Cheng, Qian Xiao:
A Scalable Gaussian Process for Large-Scale Periodic Data. Technometrics 65(3): 363-374 (2023) - [j16]Xinyu Li, Changming Cheng, Guanzhen Zhang, Zhike Peng:
An Unsupervised Condition Monitoring Method for Rolling Bearings Based on Compound Feature Selection and Multistep-Aware BiGRU-VAE. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j15]Duo Shan, Changming Cheng, Lingjian Li, Zhike Peng, Qingbo He:
Semisupervised Fault Diagnosis of Gearbox Using Weighted Graph-Based Label Propagation and Virtual Adversarial Training. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j14]Shangyu Zhao, Changming Cheng, Guanzhen Zhang, Miaomiao Lin, Zhike Peng, Guang Meng:
A Nonlinearity-Sensitive Approach for Early Damage Detection Using NOFRFs and the Hybrid-LSTM Model. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j13]Baoxuan Zhao, Changming Cheng, Shangyu Zhao, Zhike Peng:
Hybrid Semi-Supervised Learning for Rotating Machinery Fault Diagnosis Based on Grouped Pseudo Labeling and Consistency Regularization. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - 2022
- [j12]Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai:
Persistence of excitation for identifying switched linear systems. Autom. 137: 110142 (2022) - [j11]Changming Cheng, Er-Wei Bai, Zhike Peng:
Identification of Sparse Volterra Systems: An Almost Orthogonal Matching Pursuit Approach. IEEE Trans. Autom. Control. 67(4): 2027-2032 (2022) - [j10]Junzhong Lu, Changming Cheng, Baoxuan Zhao, Zhike Peng:
Relation-Aware Attentive Neural Processes Model for Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71: 1-9 (2022) - [j9]Baoxuan Zhao, Changming Cheng, Guanzhen Zhang, Miaomiao Lin, Zhike Peng, Guang Meng:
An Instance and Feature-Based Hybrid Transfer Model for Fault Diagnosis of Rotating Machinery With Different Speeds. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - 2021
- [j8]Changming Cheng, Er-Wei Bai:
Variable selection based on squared derivative averages. Autom. 127: 109491 (2021) - [j7]Changming Cheng, Er-Wei Bai:
Variable Selection According to Goodness of Fit in Nonparametric Nonlinear System Identification. IEEE Trans. Autom. Control. 66(7): 3184-3196 (2021) - [j6]Baoxuan Zhao, Changming Cheng, Zhike Peng, Qingbo He, Guang Meng:
Hybrid Pre-Training Strategy for Deep Denoising Neural Networks and Its Application in Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [i1]Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai:
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms. CoRR abs/2112.02802 (2021) - 2020
- [j5]Baoxuan Zhao, Changming Cheng, Zhike Peng, Xingjian Dong, Guang Meng:
Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model. IEEE Trans. Instrum. Meas. 69(12): 9557-9567 (2020)
2010 – 2019
- 2019
- [j4]Er-Wei Bai, Changming Cheng, Wen-Xiao Zhao:
Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality. Autom. 101: 138-149 (2019) - [j3]Changming Cheng, Er-Wei Bai:
Ranking the importance of variables in nonlinear system identification. Autom. 103: 472-479 (2019) - [j2]Changming Cheng, Er-Wei Bai, Zhike Peng:
Consistent Variable Selection for a Nonparametric Nonlinear System by Inverse and Contour Regressions. IEEE Trans. Autom. Control. 64(7): 2653-2664 (2019) - [c3]Changming Cheng, Er-Wei Bai:
Variable Selection for a Nonparametric Nonlinear System by Directional Regression. CDC 2019: 6443-6448 - 2018
- [j1]Changming Cheng, Zhike Peng, Xingjian Dong, Wenming Zhang, Guang Meng:
Impulse response function identification of linear mechanical systems based on Kautz basis expansion with multiple poles. Int. J. Syst. Sci. 49(7): 1559-1571 (2018) - [c2]Er-Wei Bai, Changmin Cheng:
Ranking Variables Based on Goodness of Fits in Nonlinear Nonparametric System Identification. MED 2018: 873-878 - 2017
- [c1]Er-Wei Bai, Changmin Cheng, Wen-Xiao Zhao, Han-Fu Chen:
Variable selection of high-dimensional non-parametric nonlinear systems: A way to avoid the curse of dimensionality. CDC 2017: 6469-6474
Coauthor Index
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