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ORCIDShisheng Zhong
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2020 – today
- 2024
[j30]Dan Liu, Shisheng Zhong
, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu:
Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines. Expert Syst. Appl. 238(Part F): 122023 (2024)- [j29]Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu:
HOOST: A novel hyperplane-oriented over-sampling technique for imbalanced fault detection of aero-engines. Knowl. Based Syst. 300: 112142 (2024) - [j28]Song Fu, Lin Lin, Yue Wang, Feng Guo, Minghang Zhao, Baihong Zhong, Shisheng Zhong:
MCA-DTCN: A novel dual-task temporal convolutional network with multi-channel attention for first prediction time detection and remaining useful life prediction. Reliab. Eng. Syst. Saf. 241: 109696 (2024) - [j27]Song Fu, Limin Zou, Yue Wang, Lin Lin, Yifan Lu, Minghang Zhao, Feng Guo, Shisheng Zhong:
DCSIAN: A novel deep cross-scale interactive attention network for fault diagnosis of aviation hydraulic pumps and generalizable applications. Reliab. Eng. Syst. Saf. 249: 110246 (2024) - 2023
- [j26]Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu:
Deep attention SMOTE: Data augmentation with a learnable interpolation factor for imbalanced anomaly detection of gas turbines. Comput. Ind. 151: 103972 (2023) - [j25]Xiangzhao Xia, Xuyun Fu, Shisheng Zhong, Zhengfeng Bai, Yanchao Wang:
Gravity particle swarm optimization algorithm for solving shop visit balancing problem for repairable equipment. Eng. Appl. Artif. Intell. 117(Part): 105543 (2023) - [j24]Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu:
CSiamese: a novel semi-supervised anomaly detection framework for gas turbines via reconstruction similarity. Neural Comput. Appl. 35(22): 16403-16427 (2023) - 2022
- [j23]Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu:
Highly imbalanced fault diagnosis of gas turbines via clustering-based downsampling and deep siamese self-attention network. Adv. Eng. Informatics 54: 101725 (2022) - [j22]Linghui Meng, Minghang Zhao, Zhiquan Cui, Xingming Zhang, Shisheng Zhong:
Empirical mode reconstruction: Preserving intrinsic components in data augmentation for intelligent fault diagnosis of civil aviation hydraulic pumps. Comput. Ind. 134: 103557 (2022) - [j21]Rui Wang, Xiangyu Guo, Shisheng Zhong, Gaolei Peng, Lin Wang:
Decision rule mining for machining method chains based on rough set theory. J. Intell. Manuf. 33(3): 799-807 (2022) - [j20]Shisheng Zhong, Dan Liu, Lin Lin, Minghang Zhao, Xuyun Fu, Feng Guo:
CAE-WANN: A novel anomaly detection method for gas turbines via search space extension. Qual. Reliab. Eng. Int. 38(6): 3116-3134 (2022) - [j19]Minghang Zhao, Xuyun Fu, Yongjian Zhang, Linghui Meng, Shisheng Zhong:
Data Augmentation via Randomized Wavelet Expansion and Its Application in Few-Shot Fault Diagnosis of Aviation Hydraulic Pumps. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j18]Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao:
A Novel Time-Series Memory Auto-Encoder With Sequentially Updated Reconstructions for Remaining Useful Life Prediction. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7114-7125 (2022) - 2021
- [j17]Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao:
A re-optimized deep auto-encoder for gas turbine unsupervised anomaly detection. Eng. Appl. Artif. Intell. 101: 104199 (2021) - [j16]Song Fu, Yongjian Zhang, Lin Lin, Minghang Zhao, Shi-sheng Zhong:
Deep residual LSTM with domain-invariance for remaining useful life prediction across domains. Reliab. Eng. Syst. Saf. 216: 108012 (2021) - [j15]Hao Sun, Xuyun Fu, Shisheng Zhong:
A Weakly Supervised Gas-Path Anomaly Detection Method for Civil Aero-Engines Based on Mapping Relationship Mining of Gas-Path Parameters and Improved Density Peak Clustering. Sensors 21(13): 4526 (2021) - [j14]Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Shaojiang Dong, Michael G. Pecht:
Deep Residual Networks With Adaptively Parametric Rectifier Linear Units for Fault Diagnosis. IEEE Trans. Ind. Electron. 68(3): 2587-2597 (2021) - 2020
- [j13]Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Michael G. Pecht:
Deep Residual Shrinkage Networks for Fault Diagnosis. IEEE Trans. Ind. Informatics 16(7): 4681-4690 (2020)
2010 – 2019
- 2019
- [j12]Zhixue Tan, Shisheng Zhong, Lin Lin:
Trans-layer model learning: A hierarchical modeling strategy for real-time reliability evaluation of complex systems. Reliab. Eng. Syst. Saf. 182: 120-132 (2019) - [j11]Shisheng Zhong, Zhixue Tan, Lin Lin:
Long-term prediction of system degradation with similarity analysis of multivariate patterns. Reliab. Eng. Syst. Saf. 184: 101-109 (2019) - [c10]Shisheng Zhong, Song Fu, Lin Lin, Xuyun Fu, Zhiquan Cui, Rui Wang:
A novel unsupervised anomaly detection for gas turbine using Isolation Forest. ICPHM 2019: 1-6 - 2018
- [j10]Lin Lin, Bin Luo, Shisheng Zhong:
Multi-objective decision-making model based on CBM for an aircraft fleet with reliability constraint. Int. J. Prod. Res. 56(14): 4831-4848 (2018) - [j9]Bin Luo, Lin Lin, Shisheng Zhong:
PGA/MOEAD: a preference-guided evolutionary algorithm for multi-objective decision-making problems with interval-valued fuzzy preferences. Int. J. Syst. Sci. 49(3): 595-616 (2018) - [j8]Zhen Li, Shisheng Zhong, Lin Lin:
Aeroengine After-Maintenance Performance Prediction Based on Simplified Mixed Takagi - Sugeno Model. J. Aerosp. Inf. Syst. 15(7): 450-461 (2018) - [c9]Shisheng Zhong, Zhen Li, Lin Lin, Yongjian Zhang:
Aero-Engine Exhaust Gas Temperature Prognostic Model Based on Gated Recurrent Unit Network. ICPHM 2018: 1-5 - 2017
- [j7]Lin Lin, Bin Luo, Shisheng Zhong:
Development and application of maintenance decision-making support system for aircraft fleet. Adv. Eng. Softw. 114: 192-207 (2017) - [j6]Lin Lin, Fang Wang, Xiaolong Xie, Shisheng Zhong:
Random forests-based extreme learning machine ensemble for multi-regime time series prediction. Expert Syst. Appl. 83: 164-176 (2017) - [j5]Shisheng Zhong, Xiaolong Xie, Lin Lin, Fang Wang:
Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction. Neurocomputing 238: 191-204 (2017) - [j4]Lin Wang, Shi-sheng Zhong, Yong-jian Zhang:
Process configuration based on generative constraint satisfaction problem. J. Intell. Manuf. 28(4): 945-957 (2017) - 2016
- [c8]Shisheng Zhong, Hui Luo, Lin Lin, Xuyun Fu:
An improved correlation-based anomaly detection approach for condition monitoring data of industrial equipment. ICPHM 2016: 1-5 - 2015
- [j3]Shisheng Zhong, Xiaolong Xie, Lin Lin:
Two-layer random forests model for case reuse in case-based reasoning. Expert Syst. Appl. 42(24): 9412-9425 (2015) - 2014
- [j2]Xiaolong Xie, Lin Lin, Shisheng Zhong:
Process Takagi-Sugeno model: A novel approach for handling continuous input and output functions and its application to time series prediction. Knowl. Based Syst. 63: 46-58 (2014) - 2013
- [j1]Xiaolong Xie, Lin Lin, Shisheng Zhong:
Handling missing values and unmatched features in a CBR system for hydro-generator design. Comput. Aided Des. 45(6): 963-976 (2013) - [c7]Xu-yun Fu, Shi-sheng Zhong:
Aeroengine Turbine Exhaust Gas Temperature Prediction Using Process Support Vector Machines. ISNN (1) 2013: 300-310
2000 – 2009
- 2009
- [c6]Yong-jian Zhang, Shi-sheng Zhong:
A Method Using Vague Sets for Case Based Design. FSKD (3) 2009: 213-217 - [c5]Xuyun Fu, Gang Ding, Shisheng Zhong:
Aeroengine Turbine Exhaust Gas Temperature Prediction Using Support Vector Machines. ISNN (2) 2009: 235-241 - 2007
- [c4]Gang Ding, Shisheng Zhong:
Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring. ISNN (3) 2007: 66-72 - 2005
- [c3]Shisheng Zhong, Yan Zhang, Lin Lin, Wentao Liu, Daizhong Su:
Development of a Web-based collaborative manufacturing system for parallel kinematic machines. CSCWD (2) 2005: 667-672 - [c2]Lin Lin, Shisheng Zhong, Yu Yao:
Object-oriented distributed workflow management system. CSCWD (2) 2005: 685-689 - [c1]Shisheng Zhong, Gang Ding, Daizhong Su:
Parallel Feedforward Process Neural Network with Time-Varying Input and Output Functions. ISNN (1) 2005: 473-478
Coauthor Index
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