Partly ensemble empirical mode decomposition: An improved noise-assisted method for eliminating mode mixing. - Jinde Zheng; Junsheng Cheng; Yu Yang 009 (Signal Process., 2014)

Maximum margin classification based on flexible convex hulls. - Ming Zeng 005; Yu Yang 009; Jinde Zheng; Junsheng Cheng (Neurocomputing, 2015)

Roller Bearing Fault Diagnosis Method Based on Chemical Reaction Optimization and Support Vector Machine. - HungLinh Ao; Junsheng Cheng; Jinde Zheng; Tung Khac Truong (J. Comput. Civ. Eng., 2015)

A Refined Composite Multivariate Multiscale Fuzzy Entropy and Laplacian Score-Based Fault Diagnosis Method for Rolling Bearings. - Jinde Zheng; Deyu Tu; Haiyang Pan; Xiaolei Hu; Tao Liu; Qingyun Liu 002 (Entropy, 2017)

Adaptive parameterless empirical wavelet transform based time-frequency analysis method and its application to rotor rubbing fault diagnosis. - Jinde Zheng; Haiyang Pan; Shubao Yang; Junsheng Cheng (Signal Process., 2017)

Multiscale Distribution Entropy and t-Distributed Stochastic Neighbor Embedding-Based Fault Diagnosis of Rolling Bearings. - Deyu Tu; Jinde Zheng; Zhanwei Jiang; Haiyang Pan (Entropy, 2018)

Time-Shift Multiscale Fuzzy Entropy and Laplacian Support Vector Machine Based Rolling Bearing Fault Diagnosis. - Xiaolong Zhu; Jinde Zheng; Haiyang Pan; Jiahan Bao; Yifang Zhang (Entropy, 2018)

Extreme-point weighted mode decomposition. - Jinde Zheng; Haiyang Pan; Tao Liu; Qingyun Liu 002 (Signal Process., 2018)

Refined Composite Multivariate Multiscale Dispersion Entropy and Its Application to Fault Diagnosis of Rolling Bearing. - Congzhi Li; Jinde Zheng; Haiyang Pan; Jinyu Tong; Yifang Zhang (IEEE Access, 2019)

Rolling Element Bearings Fault Diagnosis Based on a Novel Optimal Frequency Band Selection Scheme. - Qing Ni; Kesheng Wang; Jinde Zheng (IEEE Access, 2019)

A Generalized Framework of Adaptive Mode Decomposition. - Haiyang Pan; Jinde Zheng (IEEE Access, 2019)

A Novel Roller Bearing Condition Monitoring Method Based on RHLCD and FVPMCD. - Haiyang Pan; Jinde Zheng; Qingyun Liu 002 (IEEE Access, 2019)

Detection for Incipient Damages of Wind Turbine Rolling Bearing Based on VMD-AMCKD Method. - Jun Zhang 046; Jianqun Zhang; Min Zhong; Jianhua Zhong; Jinde Zheng; Ligang Yao (IEEE Access, 2019)

Partial ensemble approach to resolve the mode mixing of extreme-point weighted mode decomposition. - Jinde Zheng; Jinyu Tong; Qing Ni; Haiyang Pan (Digit. Signal Process., 2019)

Time-Shift Multi-scale Weighted Permutation Entropy and GWO-SVM Based Fault Diagnosis Approach for Rolling Bearing. - Zhilin Dong; Jinde Zheng; Siqi Huang; Haiyang Pan; Qingyun Liu 002 (Entropy, 2019)

Composite Interpolation-Based Multiscale Fuzzy Entropy and Its Application to Fault Diagnosis of Rolling Bearing. - Qingyun Liu 002; Haiyang Pan; Jinde Zheng; Jinyu Tong; Jiahan Bao (Entropy, 2019)

A Fault Classification Method for Rolling Bearing Based on Multisynchrosqueezing Transform and WOA-SMM. - Jinde Zheng; Mingen Gu; Haiyang Pan; Jinyu Tong (IEEE Access, 2020)

An Improved Empirical Wavelet Transform and Refined Composite Multiscale Dispersion Entropy-Based Fault Diagnosis Method for Rolling Bearing. - Jinde Zheng; Siqi Huang; Haiyang Pan; Kuosheng Jiang (IEEE Access, 2020)

Symplectic interactive support matrix machine and its application in roller bearing condition monitoring. - Haiyang Pan; Yu Yang 009; Jinde Zheng; Xin Li 095; Junsheng Cheng (Neurocomputing, 2020)

Multivariate Nonlinear Sparse Mode Decomposition and Its Application in Gear Fault Diagnosis. - Haiyang Pan; Wanwan Jiang; Qingyun Liu 002; Jinde Zheng (IEEE Access, 2021)

Ramp sparse support matrix machine and its application in roller bearing fault diagnosis. - Mingen Gu; Jinde Zheng; Haiyang Pan; Jinyu Tong (Appl. Soft Comput., 2021)

An intelligent fault diagnosis method for roller bearing using symplectic hyperdisk matrix machine. - Haiyang Pan; Jinde Zheng (Appl. Soft Comput., 2021)

Permutation entropy-based improved uniform phase empirical mode decomposition for mechanical fault diagnosis. - Wanming Ying; Jinde Zheng; Haiyang Pan; Qingyun Liu 002 (Digit. Signal Process., 2021)

The Traverse Symplectic Correlation-Gram (TSCgram): A New and Effective Method of Optimal Demodulation Band Selection for Rolling Bearing. - Jinde Zheng; Xinglong Wang; Haiyang Pan; Jinyu Tong; Jun Zhang 046; Qingyun Liu 002 (IEEE Trans. Instrum. Meas., 2021)

Multi-class fuzzy support matrix machine for classification in roller bearing fault diagnosis. - Haiyang Pan; Haifeng Xu; Jinde Zheng; Jin Su; Jinyu Tong (Adv. Eng. Informatics, 2022)

Pinball transfer support matrix machine for roller bearing fault diagnosis under limited annotation data. - Haiyang Pan; Li Sheng; Haifeng Xu; Jinyu Tong; Jinde Zheng; Qingyun Liu 002 (Appl. Soft Comput., 2022)

Composite Multivariate Multi-Scale Permutation Entropy and Laplacian Score Based Fault Diagnosis of Rolling Bearing. - Wanming Ying; Jinyu Tong; Zhilin Dong; Haiyang Pan; Qingyun Liu 002; Jinde Zheng (Entropy, 2022)

A novel symplectic relevance matrix machine method for intelligent fault diagnosis of roller bearing. - Haiyang Pan; Haifeng Xu; Jinde Zheng (Expert Syst. Appl., 2022)

Twin robust matrix machine for intelligent fault identification of outlier samples in roller bearing. - Haiyang Pan; Haifeng Xu; Jinde Zheng; Jinyu Tong; Jian Cheng (Knowl. Based Syst., 2022)

Dynamic penalty adaptive matrix machine for the intelligent detection of unbalanced faults in roller bearing. - Haifeng Xu; Haiyang Pan; Jinde Zheng; Qingyun Liu 002; Jinyu Tong (Knowl. Based Syst., 2022)

Multi-sensor information fusion and coordinate attention-based fault diagnosis method and its interpretability research. - Jinyu Tong; Cang Liu; Jinde Zheng; Haiyang Pan (Eng. Appl. Artif. Intell., 2023)

Joint Threshold Learning Convolutional Networks for Intelligent Fault Diagnosis Under Nonstationary Conditions. - Sheng Li; Yadong Xu; Ke Feng; Yulin Wang 004; Beibei Sun; Xiaoan Yan; Xin Sheng; Ke Zhang; Jinde Zheng; Qing Ni (IEEE Trans. Instrum. Meas., 2023)

Symplectic Geometry Transformation-Based Periodic Segment Method: Algorithm and Applications. - Haiyang Pan; Ying Zhang; Jian Cheng; Jinde Zheng (IEEE Trans. Instrum. Meas., 2023)

An Adversarial Multisource Data Subdomain Adaptation Model: A Promising Tool for Fault Diagnosis of Induction Motor Under Cross-Operating Conditions. - Jiancong Shi; Xinglong Wang; Siliang Lu; Jinde Zheng; Hui Dong; Jun Zhang 046 (IEEE Trans. Instrum. Meas., 2023)

A Novel Ensemble Learning-Based Multisensor Information Fusion Method for Rolling Bearing Fault Diagnosis. - Jinyu Tong; Cang Liu; Jiahan Bao; Haiyang Pan; Jinde Zheng (IEEE Trans. Instrum. Meas., 2023)

Cyclic Symplectic Ramanujan Component Pursuit: Algorithm and applications. - Haiyang Pan; Xuelin Yin; Jian Cheng; Jinde Zheng; Jinyu Tong; Yonghong Nie (Digit. Signal Process., 2023)

Deep stacked pinball transfer matrix machine with its application in roller bearing fault diagnosis. - Haiyang Pan; Li Sheng; Haifeng Xu; Jinde Zheng; Jinyu Tong; Limin Niu (Eng. Appl. Artif. Intell., 2023)

Non-parallel bounded support matrix machine and its application in roller bearing fault diagnosis. - Haiyang Pan; Haifeng Xu; Jinde Zheng; Jinyu Tong (Inf. Sci., 2023)

Research on roller bearing fault diagnosis based on robust smooth constrained matrix machine under imbalanced data. - Haiyang Pan; Bingxin Li; Jinde Zheng; Jinyu Tong; Qingyun Liu 002; Shuchao Deng (Adv. Eng. Informatics, 2024)

Broad Distributed Game Learning for intelligent classification in rolling bearing fault diagnosis. - Haoran Liu; Haiyang Pan; Jinde Zheng; Jinyu Tong; Mengling Zhu (Appl. Soft Comput., 2024)

Intelligent fault identification in sample imbalance scenarios using robust low-rank matrix classifier with fuzzy weighting factor. - Haifeng Xu; Haiyang Pan; Jinde Zheng; Jinyu Tong; Feibin Zhang; Fulei Chu (Appl. Soft Comput., 2024)

Integrating intrinsic information: A novel open set domain adaptation network for cross-domain fault diagnosis with multiple unknown faults. - Yuteng Zhang; Hongliang Zhang 003; Bin Chen; Jinde Zheng; Haiyang Pan (Knowl. Based Syst., 2024)

Reduced Mode Decomposition: A New Signal Decomposition Method. - Jian Cheng; Haiyang Pan; Jinyu Tong; Jinde Zheng (IEEE Trans. Instrum. Meas., 2024)

A New Robust Projection Distributed Broad Learning Under Redundant Samples and Noisy Environment. - Haoran Liu; Haiyang Pan; Jinde Zheng; Jinyu Tong; Jian Cheng (IEEE Trans. Instrum. Meas., 2024)

Zero-Phase Filter-Based Adaptive Fourier Decomposition and Its Application to Fault Diagnosis of Rolling Bearing. - Jinde Zheng; Shijun Cao; Ke Feng; Qingyun Liu 002 (IEEE Trans. Instrum. Meas., 2024)

A Semi-Supervised Matrixized Graph Embedding Machine for Roller Bearing Fault Diagnosis Under Few-Labeled Samples. - Haiyang Pan; Haifeng Xu; Jinde Zheng; Haidong Shao; Jinyu Tong (IEEE Trans. Ind. Informatics, 2024)

Data-driven bearing health management using a novel multi-scale fused feature and gated recurrent unit. - Qing Ni; Jinchen Ji; Ke Feng; Yongchao Zhang 004; Dongdong Lin; Jinde Zheng (Reliab. Eng. Syst. Saf., 2024)

DecFFD: A Personalized Federated Learning Framework for Cross-Location Fault Diagnosis. - Dongshang Deng; Wei Zhao 023; Xuangou Wu; Tao Zhang 063; Jinde Zheng; Jiawen Kang 001; Dusit Niyato (IEEE Trans. Ind. Informatics, 2024)

Maximum Ramanujan Spectrum Signal-to-Noise Ratio Deconvolution Method: Algorithm and Applications. - Jian Cheng; Haiyang Pan; Jinde Zheng (IEEE Trans. Ind. Informatics, 2024)

Multi-resolution Ramanujan packet decomposition: A novel global ultra-narrow band filtering method. - Jian Cheng; Chunan Chen; Haiyang Pan; Jinde Zheng; Jinyu Tong (Expert Syst. Appl., 2025)

Global optimal Ramanujan spectrum: A feature extraction method without pseudo-monotonicity. - Jian Cheng; Haiyang Pan; Jinde Zheng; Jinyu Tong (Expert Syst. Appl., 2025)

DABLN：An intelligent classification network based on breadth-based learning for noisy redundant signals. - Haoran Liu; Haiyang Pan; Jinde Zheng; Rui Yuan; Jinyu Tong (Neurocomputing, 2025)

Trustworthy multimodal feature-enhanced fusion network for non-contact rotating machinery fault diagnosis. - Wanming Ying; Lunyong Li; Yongbo Li; Teng Wang 002; Jinde Zheng; Ke Feng (Inf. Fusion, 2025)

MDTMM-LS: A New Matrix-Based Classification Method Based on Multidomain Information Sharing. - Tong Chen; Haiyang Pan; Chunan Chen; Jinde Zheng; Jinyu Tong; Jian Cheng (IEEE Trans. Instrum. Meas., 2025)

Multitask Twin Pinball Kernel Matrix Classifier for Pattern Classification. - Chunan Chen; Haiyang Pan; Jinyu Tong; Yinghan Wang; Jian Cheng; Jinde Zheng (IEEE Trans. Instrum. Meas., 2025)

Adaptive Periodic Impulse Extraction Method and Its Application in Rolling Bearing Fault Diagnosis. - Jian Cheng; Tong Chen; Haiyang Pan; Jinde Zheng; Jinyu Tong (IEEE Trans. Instrum. Meas., 2025)

Characteristic Energy Ratio Ramanujan-Gram: A Novel Optimal Multibands Demodulation Method. - Haiyang Pan; Zhangping Wu; Jian Cheng; Jinde Zheng; Jinyu Tong (IEEE Trans. Instrum. Meas., 2025)