Changming Cheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Goodness Of Fit

Variable Selection

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Autom. Control.

Publications

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 (2024)
Yongxiang Li, Yuting Pu, Changming Cheng, Qian Xiao
A Scalable Gaussian Process for Large-Scale Periodic Data. Technometrics 65 (3) (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
Persistence of excitation for identifying switched linear systems. Autom. 137 (2022)
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 (2022)
Junzhong Lu, Changming Cheng, Baoxuan Zhao, Zhike Peng
Relation-Aware Attentive Neural Processes Model for Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71 (2022)
Changming Cheng, Er-Wei Bai, Zhike Peng
Identification of Sparse Volterra Systems: An Almost Orthogonal Matching Pursuit Approach. IEEE Trans. Autom. Control. 67 (4) (2022)
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms. CoRR (2021)
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 (2021)
Changming Cheng, Er-Wei Bai
Variable selection based on squared derivative averages. Autom. 127 (2021)
Changming Cheng, Er-Wei Bai
Variable Selection According to Goodness of Fit in Nonparametric Nonlinear System Identification. IEEE Trans. Autom. Control. 66 (7) (2021)
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) (2020)
Changming Cheng, Er-Wei Bai
Variable Selection for a Nonparametric Nonlinear System by Directional Regression. CDC (2019)
Changming Cheng, Er-Wei Bai
Ranking the importance of variables in nonlinear system identification. Autom. 103 (2019)
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) (2019)
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 (2019)
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) (2018)