Junsheng Cheng

48 papers A* 1Journal 47
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel complex network framework: Multi-span transition network with Riemann similarity measure.
Eng. Appl. Artif. Intell.
Ruiquan Chen, Jieren Xie, Yuqing Liu, Hanmin Chen, Shuo Tang, Junsheng Cheng, Henghua Shen, Zehan Tan, Bingwei He
2026 J jnl
A novel unified complex network framework based on entropy moment for analyzing time series.
Biomed. Signal Process. Control.
Ruiquan Chen, Jieren Xie, Yuqing Liu, Hanmin Chen, Junsheng Cheng, Shuo Tang, Yue Zhang, Xingxing Ke, Guanghua Xu, Bingwei He
2026 J jnl
A single-source domain generalization method based on multi-pseudo domain generation and feature disentanglement.
Neurocomputing
Jianxin Cui, Xin Kang, Mengyu Liu, Junsheng Cheng, Chengcheng Duan
2026 J jnl
A two-stage semi-supervised domain generalization network for fault diagnosis under unknown working conditions.
Reliab. Eng. Syst. Saf.
Jianxin Cui, Junsheng Cheng, Mengyu Liu, Zhengyang Cheng, Chengcheng Duan
2026 J jnl
Geometric algebra symplectic singular decomposition: A novel multivariate signal decomposition method for gear fault diagnosis.
Digit. Signal Process.
Xianbin Zheng, Hongkang Wu, Dun Jin, Junsheng Cheng, Yu Yang
2026 J jnl
Modulated model network: A physics-informed machine learning method for high-precision signal reconstruction and enhanced fault diagnostics.
Eng. Appl. Artif. Intell.
Hongkang Wu, Junsheng Cheng, Pradeep Kundu
2026 J jnl
Spectrum sparsity-driven learnable wavelet packet transform for denoising and its application in fault diagnosis.
Appl. Soft Comput.
Xin Kang, Jianxin Cui, Junsheng Cheng, Yu Yang, Qiyao Liu
2026 J jnl
Spectrum-envelope attention-driven adaptive time-frequency enhancement network and its application in trustworthy cross-machine fault diagnosis.
Eng. Appl. Artif. Intell.
Xin Kang, Zhengyang Cheng, Yi Gong, Junsheng Cheng, Yu Yang
2025 J jnl
A novel interpretability paradigm based on semantic features of time-frequency images for trustworthy cross-machine fault diagnosis.
Expert Syst. Appl.
Xin Kang, Zhengyang Cheng, Chengcheng Duan, Junsheng Cheng, Yu Yang
2025 J jnl
Mirror Target YOLO: An Improved YOLOv8 Method With Indirect Vision for Heritage Buildings Fire Detection.
IEEE Access
Jian Liang, Junsheng Cheng
2024 J jnl
A novel empirical random feature decomposition method and its application to gear fault diagnosis.
Adv. Eng. Informatics
Feng Liu, Junsheng Cheng, Niaoqing Hu, Zhe Cheng, Yu Yang
2024 J jnl
Mirror Target YOLO: An Improved YOLOv8 Method with Indirect Vision for Heritage Buildings Fire Detection.
CoRR
Jian Liang, Junsheng Cheng
2024 J jnl
Quasi-Periodic Component Decomposition: New Decomposition Theory for Gear Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xianbin Zheng, Yu Yang, Niaoqing Hu, Zhe Cheng, Junsheng Cheng
2023 J jnl
A novel fault diagnosis framework for rotating machinery with hierarchical multiscale symbolic diversity entropy and robust twin hyperdisk-based tensor machine.
Reliab. Eng. Syst. Saf.
Zuanyu Zhu, Junsheng Cheng, Ping Wang, Jian Wang, Xin Kang, Yu Yang
2023 J jnl
Multivariate complex modulation model decomposition and its application to gear fault diagnosis.
Digit. Signal Process.
Hongkang Wu, Junsheng Cheng, Yonghong Nie, Jian Wang, Yu Yang
2023 J jnl
Roller Bearing Fault Diagnosis Based on Partial Reconstruction Symplectic Geometry Mode Decomposition and LightGBM.
IEEE Access
Yanfei Liu, Junsheng Cheng, Yu Yang, Guangfu Bin, Yiping Shen, Yanfeng Peng
2023 J jnl
The Partial Reconstruction Symplectic Geometry Mode Decomposition and Its Application in Rolling Bearing Fault Diagnosis.
Sensors
Yanfei Liu, Junsheng Cheng, Yu Yang, Guangfu Bin, Yiping Shen, Yanfeng Peng
2022 J jnl
A Fault Detection Method Based on an Oil Temperature Forecasting Model Using an Improved Deep Deterministic Policy Gradient Algorithm in the Helicopter Gearbox.
Entropy
Lei Wei, Zhe Cheng, Junsheng Cheng, Niaoqing Hu, Yi Yang
2022 J jnl
Adaptive quaternion multivariate local characteristic-scale decomposition and its application to gear fault diagnosis.
Digit. Signal Process.
Jie Zhou, Junsheng Cheng, Xiaowei Wu, Jian Wang, Yu Yang
2022 J jnl
High-accuracy gearbox health state recognition based on graph sparse random vector functional link network.
Reliab. Eng. Syst. Saf.
Xin Li, Yu Yang, Wu Zhantao, Ke Yan, Haidong Shao, Junsheng Cheng
2022 J jnl
Maximum margin Riemannian manifold-based hyperdisk for fault diagnosis of roller bearing with multi-channel fusion covariance matrix.
Adv. Eng. Informatics
Xin Li, Yu Yang, Niaoqing Hu, Zhe Cheng, Haidong Shao, Junsheng Cheng
2022 J jnl
Modified Deep Autoencoder Driven by Multisource Parameters for Fault Transfer Prognosis of Aeroengine.
IEEE Trans. Ind. Electron.
Zhiyi He, Haidong Shao, Ziyang Ding, Hongkai Jiang, Junsheng Cheng
2022 J jnl
Ramanujan Fourier Mode Decomposition and Its Application in Gear Fault Diagnosis.
IEEE Trans. Ind. Informatics
Jian Cheng, Yu Yang, Wu Zhantao, Haidong Shao, Haiyang Pan, Junsheng Cheng
2022 J jnl
Sparse random projection-based hyperdisk classifier for bevel gearbox fault diagnosis.
Adv. Eng. Informatics
Zuanyu Zhu, Yu Yang, Niaoqing Hu, Zhe Cheng, Junsheng Cheng
2021 J jnl
Discriminative manifold random vector functional link neural network for rolling bearing fault diagnosis.
Knowl. Based Syst.
Xin Li, Yu Yang, Niaoqing Hu, Zhe Cheng, Junsheng Cheng
2020 J jnl
An intelligent fault diagnosis method for rotor-bearing system using small labeled infrared thermal images and enhanced CNN transferred from CAE.
Adv. Eng. Informatics
Zhiyi He, Haidong Shao, Xiang Zhong, Yu Yang, Junsheng Cheng
2020 J jnl
Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples.
Knowl. Based Syst.
Zhiyi He, Haidong Shao, Ping Wang, Janet (Jing) Lin, Junsheng Cheng, Yu Yang
2020 J jnl
Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing.
Knowl. Based Syst.
Haidong Shao, Junsheng Cheng, Hongkai Jiang, Yu Yang, Wu Zhantao
2020 J jnl
Extensible and displaceable hyperdisk based classifier for gear fault intelligent diagnosis.
Knowl. Based Syst.
Tianzhen Hu, Junsheng Cheng, Ping Wang, Jian Wang, Yu Yang
2020 J jnl
Symplectic incremental matrix machine and its application in roller bearing condition monitoring.
Appl. Soft Comput.
Haiyang Pan, Yu Yang, Ping Wang, Jian Wang, Junsheng Cheng
2020 J jnl
Symplectic interactive support matrix machine and its application in roller bearing condition monitoring.
Neurocomputing
Haiyang Pan, Yu Yang, Jinde Zheng, Xin Li, Junsheng Cheng
2019 J jnl
A novel deep stacking least squares support vector machine for rolling bearing fault diagnosis.
Comput. Ind.
Xin Li, Yu Yang, Haiyang Pan, Jian Cheng, Junsheng Cheng
2019 J jnl
An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis.
Neurocomputing
Wenyi Huang, Junsheng Cheng, Yu Yang, Gaoyuan Guo
2019 J jnl
Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples.
IEEE Access
Zhiyi He, Haidong Shao, Xiaoyang Zhang, Junsheng Cheng, Yu Yang
2019 J jnl
Linear maximum margin tensor classification based on flexible convex hulls for fault diagnosis of rolling bearings.
Knowl. Based Syst.
Zhiyi He, Junsheng Cheng, Juan Li, Yu Yang
2019 J jnl
Rolling Bearing Performance Degradation Assessment Based on Convolutional Sparse Combination Learning.
IEEE Access
Wenyi Huang, Junsheng Cheng, Yu Yang
2017 J jnl
Adaptive parameterless empirical wavelet transform based time-frequency analysis method and its application to rotor rubbing fault diagnosis.
Signal Process.
Jinde Zheng, Haiyang Pan, Shubao Yang, Junsheng Cheng
2017 J jnl
VPMCD based novelty detection method on and its application to fault identification for local characteristic-scale decomposition.
Clust. Comput.
Songrong Luo, Junsheng Cheng
2016 J jnl
A generalized Mitchell-Dem'yanov-Malozemov algorithm for one-class support vector machine.
Knowl. Based Syst.
Ming Zeng, Yu Yang, Junsheng Cheng
2015 J jnl
A generalized Gilbert algorithm and an improved MIES for one-class support vector machine.
Knowl. Based Syst.
Ming Zeng, Yu Yang, Junsheng Cheng
2015 J jnl
Maximum margin classification based on flexible convex hulls.
Neurocomputing
Ming Zeng, Yu Yang, Jinde Zheng, Junsheng Cheng
2015 J jnl
Roller Bearing Fault Diagnosis Method Based on Chemical Reaction Optimization and Support Vector Machine.
J. Comput. Civ. Eng.
HungLinh Ao, Junsheng Cheng, Jinde Zheng, Tung Khac Truong
2014 J jnl
Partly ensemble empirical mode decomposition: An improved noise-assisted method for eliminating mode mixing.
Signal Process.
Jinde Zheng, Junsheng Cheng, Yu Yang
2014 J jnl
Torque Compensation System Design for a Spherical Superconducting Rotor.
IEEE Trans. Instrum. Meas.
Xinning Hu, Qiuliang Wang, Chunyan Cui, Fei Gao, Hui Wang, Yi Li, Housheng Wang, Junsheng Cheng, Yinming Dai, Luguang Yan
2012 J jnl
A rotating machinery fault diagnosis method based on local mean decomposition.
Digit. Signal Process.
Junsheng Cheng, Yi Yang, Yu Yang
2009 J jnl
Application of the improved generalized demodulation time-frequency analysis method to multi-component signal decomposition.
Signal Process.
Junsheng Cheng, Yu Yang, Dejie Yu
2008 J jnl
A Fault Diagnosis Approach for Gears Based on IMF AR Model and SVM.
EURASIP J. Adv. Signal Process.
Junsheng Cheng, Dejie Yu, Yu Yang
2005 A* conf
Opinion observer: analyzing and comparing opinions on the Web.
WWW
Bing Liu, Minqing Hu, Junsheng Cheng