Xuefeng Yan

81 papers Journal 81
YearRankTypeTitle / Venue / Authors
2026 J jnl
IPEC: Test-Time Incremental Prototype Enhancement Classifier for Few-Shot Learning.
CoRR
Wenwen Liao, Hang Ruan, Jianbo Yu, Xiaofeng Yang, Qingchao Jiang, Xuefeng Yan
2026 J jnl
Local-Global Consistency Relation Network for Industrial Few-Shot Fault Diagnosis.
IEEE Trans. Reliab.
Hang Ruan, Jian Huang, Zhiyuan Li, Jianbo Yu, Xuefeng Yan, Zhi Li, Xiaofeng Yang
2026 J jnl
Multipeeling of Homogeneous Stationarity and Heterogeneous Nonstationarity With Differentiated Learning for Process Monitoring.
IEEE Trans. Cybern.
Jianbo Yu, Jian Huang, Weimin Zhong, Qingchao Jiang, Xuefeng Yan, Xiaofeng Yang
2026 J jnl
Time-FLM: Universal large model for fed-batch process time series forecasting.
Knowl. Based Syst.
Yifei Sun, Xuefeng Yan
2025 J jnl
A surrogate archive assisted multi-objective evolutionary algorithm under limited computational budget.
Soft Comput.
Le Wang, Qinqin Fan, Xuefeng Yan
2025 J jnl
Adaptive temporal diffusion-based reconstruction model for industrial dynamic uncertain process monitoring.
Appl. Soft Comput.
Jiawei Yin, Jianbo Yu, Qingchao Jiang, Xuefeng Yan
2025 J jnl
Disentangled Feature Representation Based on Multiscale Content Learning in Industrial Heterogeneous Nonstationary Fault Detection.
IEEE Trans. Instrum. Meas.
Jianbo Yu, Jian Huang, Xuewei Fu, Yu Jin, Xuefeng Yan, Xiaofeng Yang
2025 J jnl
Spatial-Temporal relation inference Transformer combined with dynamic relationship and static causality for batch process modeling and the application of erythromycin fermentation.
Eng. Appl. Artif. Intell.
Yifei Sun, Xuefeng Yan
2025 J jnl
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems.
Evol. Syst.
Le Wang, Qinqin Fan, Xuefeng Yan
2025 J jnl
VGMTNet: A variational Gaussian mixture label transfer network for industrial fault diagnosis.
Expert Syst. Appl.
Weijun Wang, Qingchao Jiang, Xuefeng Yan, Weimin Zhong
2024 J jnl
A data enhancement method based on generative adversarial network for small sample-size with soft sensor application.
Comput. Chem. Eng.
Zhongyi Zhang, Xueting Wang, Guan Wang, Qingchao Jiang, Xuefeng Yan, Yingping Zhuang
2024 J jnl
A variable population size opposition-based learning for differential evolution algorithm and its applications on feature selection.
Appl. Intell.
Le Wang, Jiahang Li, Xuefeng Yan
2024 J jnl
Fluid catalytic cracking process quality-driven fault detection based on partial least squares and deep feedforward neural network.
Trans. Inst. Meas. Control
Jiandong Yang, Jiangsheng Li, Shifu Yan, Yangfeng Wang, Ying Zhang, Xuefeng Yan
2024 J jnl
Learning Output Relevant Features by Joint Autoencoder.
IEEE Trans. Cybern.
Shifu Yan, Xuefeng Yan
2024 J jnl
Mutual stacked autoencoder for unsupervised fault detection under complex multi-residual correlations.
Adv. Eng. Informatics
Jianbo Yu, Zhaomin Lv, Hang Ruan, Shijie Hu, Qingchao Jiang, Xuefeng Yan, Yuping Liu, Xiaofeng Yang
2024 J jnl
Neural network-based hybrid modeling approach incorporating Bayesian optimization with industrial soft sensor application.
Knowl. Based Syst.
Zhenhua Yu, Zhongyi Zhang, Qingchao Jiang, Xuefeng Yan
2023 J jnl
A multi-objective optimization based deep feature multi-subspace partitioning method for process monitoring.
Expert Syst. Appl.
Zhichao Li, Li Tian, Xuefeng Yan
2023 J jnl
Ensemble Monitoring Model Based on Multi-Subspace Partition of Deep Features.
IEEE Access
Zhichao Li, Li Tian, Xuefeng Yan
2023 J jnl
Interval-Valued-Based Stacked Attention Autoencoder Model for Process Monitoring and Fault Diagnosis of Nonlinear Uncertain Systems.
IEEE Trans. Instrum. Meas.
Qiqi Wu, Xuefeng Yan
2023 J jnl
Neural representations for quality-related kernel learning and fault detection.
Soft Comput.
Shifu Yan, Lihua Lv, Xuefeng Yan
2023 J jnl
Optimized Gaussian-Process-Based Probabilistic Latent Variable Modeling Framework for Distributed Nonlinear Process Monitoring.
IEEE Trans. Syst. Man Cybern. Syst.
Qingchao Jiang, Jiashi Jiang, Weimin Zhong, Xuefeng Yan
2022 J jnl
Data-Driven Communication Efficient Distributed Monitoring for Multiunit Industrial Plant-Wide Processes.
IEEE Trans Autom. Sci. Eng.
Qingchao Jiang, Shutian Chen, Xuefeng Yan, Manabu Kano, Biao Huang
2022 J jnl
Data-feature-driven nonlinear process monitoring based on joint deep learning models with dual-scale.
Inf. Sci.
Jianbo Yu, Xuefeng Yan
2022 J jnl
Dynamic nonlinear process monitoring based on dynamic correlation variable selection and kernel principal component regression.
J. Frankl. Inst.
Zhichao Li, Li Tian, Qingchao Jiang, Xuefeng Yan
2022 J jnl
Process monitoring of nonlinear uncertain systems based on Part Interval Stacked Autoencoder and Support Vector Data Description.
Appl. Soft Comput.
Qiqi Wu, Weipeng Lu, Xuefeng Yan
2021 J jnl
A Variable Search Space Strategy Based on Sequential Trust Region Determination Technique.
IEEE Trans. Cybern.
Qinqin Fan, Xuefeng Yan, Yilian Zhang, Changming Zhu
2021 J jnl
Deep Double Supervised Embedding Neural Network Enhancing Class Separation for Visual High-Dimensional Industrial Process Monitoring.
IEEE Trans. Ind. Informatics
Weipeng Lu, Xuefeng Yan
2021 J jnl
Distributed-ensemble stacked autoencoder model for non-linear process monitoring.
Inf. Sci.
Zhichao Li, Li Tian, Qingchao Jiang, Xuefeng Yan
2021 J jnl
Imbalanced Classification Based on Minority Clustering Synthetic Minority Oversampling Technique With Wind Turbine Fault Detection Application.
IEEE Trans. Ind. Informatics
Huaikuan Yi, Qingchao Jiang, Xuefeng Yan, Bei Wang
2021 J jnl
Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data.
IEEE Trans. Neural Networks Learn. Syst.
Qingchao Jiang, Shifu Yan, Hui Cheng, Xuefeng Yan
2021 J jnl
Nonlinear quality-relevant process monitoring based on maximizing correlation neural network.
Neural Comput. Appl.
Shifu Yan, Xuefeng Yan
2021 J jnl
Solving Multimodal Multiobjective Problems Through Zoning Search.
IEEE Trans. Syst. Man Cybern. Syst.
Qinqin Fan, Xuefeng Yan
2021 J jnl
Stacked sparse autoencoders monitoring model based on fault-related variable selection.
Soft Comput.
Jie Yin, Xuefeng Yan
2021 J jnl
Stacked sparse autoencoders that preserve the local and global feature structures for fault detection.
Trans. Inst. Meas. Control
Jie Yin, Xuefeng Yan
2021 J jnl
Visual high dimensional industrial process monitoring based on deep discriminant features and t-SNE.
Multidimens. Syst. Signal Process.
Weipeng Lu, Xuefeng Yan
2020 J jnl
Adaptive parameter tuning stacked autoencoders for process monitoring.
Soft Comput.
Diehao Kong, Xuefeng Yan
2020 J jnl
Data-Driven Batch-End Quality Modeling and Monitoring Based on Optimized Sparse Partial Least Squares.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Xuefeng Yan, Hui Yi, Furong Gao
2020 J jnl
Data-Driven Mode Identification and Unsupervised Fault Detection for Nonlinear Multimode Processes.
IEEE Trans. Ind. Informatics
Bei Wang, Zhichao Li, Zhenwen Dai, Neil D. Lawrence, Xuefeng Yan
2020 J jnl
Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring.
IEEE Trans. Ind. Informatics
Qingchao Jiang, Shifu Yan, Xuefeng Yan, Hui Yi, Furong Gao
2020 J jnl
Deep Discriminative Representation Learning for Nonlinear Process Fault Detection.
IEEE Trans Autom. Sci. Eng.
Qingchao Jiang, Xuefeng Yan, Biao Huang
2020 J jnl
Deep relevant representation learning for soft sensing.
Inf. Sci.
Xuefeng Yan, Jie Wang, Qingchao Jiang
2020 J jnl
Fault Classification in Dynamic Processes Using Multiclass Relevance Vector Machine and Slow Feature Analysis.
IEEE Access
Jian Huang, Xu Yang, Yuri A. W. Shardt, Xuefeng Yan
2020 J jnl
Fault-Relevant Optimal Ensemble ICA Model for Non-Gaussian Process Monitoring.
IEEE Trans. Control. Syst. Technol.
Zhichao Li, Xuefeng Yan
2020 J jnl
High-performance differential evolution algorithm guided by information from individuals with potential.
Appl. Soft Comput.
Li Tian, Zhichao Li, Xuefeng Yan
2020 J jnl
Modeling Large-Scale Industrial Processes by Multiple Deep Belief Networks With Lower-Pressure and Higher-Precision for Status Monitoring.
IEEE Access
Jianbo Yu, Xuefeng Yan
2020 J jnl
Multiscale intelligent fault detection system based on agglomerative hierarchical clustering using stacked denoising autoencoder with temporal information.
Appl. Soft Comput.
Jianbo Yu, Xuefeng Yan
2020 J jnl
Performance-driven ensemble ICA chemical process monitoring based on fault-relevant models.
Soft Comput.
Zhichao Li, Xuefeng Yan
2020 J jnl
Potential-Based Differential Evolution Algorithm With Joint Adaptation of Parameters and Strategies.
IEEE Access
Li Tian, Zhichao Li, Xuefeng Yan
2020 J jnl
Whole Process Monitoring Based on Unstable Neuron Output Information in Hidden Layers of Deep Belief Network.
IEEE Trans. Cybern.
Jianbo Yu, Xuefeng Yan
2019 J jnl
A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation.
Swarm Evol. Comput.
Qinqin Fan, Yaochu Jin, Weili Wang, Xuefeng Yan
2019 J jnl
A probabilistic principal component analysis-based approach in process monitoring and fault diagnosis with application in wastewater treatment plant.
Appl. Soft Comput.
Bei Wang, Zhichao Li, Zhenwen Dai, Neil D. Lawrence, Xuefeng Yan
2019 J jnl
Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process.
Appl. Soft Comput.
Shifu Yan, Xuefeng Yan
2019 J jnl
Differential evolution algorithm directed by individual difference information between generations and current individual information.
Appl. Intell.
Li Tian, Zhichao Li, Xuefeng Yan
2019 J jnl
Differential evolution algorithm with strategy adaptation and knowledge-based control parameters.
Artif. Intell. Rev.
Qinqin Fan, Weili Wang, Xuefeng Yan
2019 J jnl
Learning Deep Correlated Representations for Nonlinear Process Monitoring.
IEEE Trans. Ind. Informatics
Qingchao Jiang, Xuefeng Yan
2019 J jnl
Multimode Process Monitoring Using Variational Bayesian Inference and Canonical Correlation Analysis.
IEEE Trans Autom. Sci. Eng.
Qingchao Jiang, Xuefeng Yan
2019 J jnl
Multiobjective Two-Dimensional CCA-Based Monitoring for Successive Batch Processes With Industrial Injection Molding Application.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Furong Gao, Xuefeng Yan, Hui Yi
2019 J jnl
Multivariate Statistical Monitoring of Key Operation Units of Batch Processes Based on Time-Slice CCA.
IEEE Trans. Control. Syst. Technol.
Qingchao Jiang, Furong Gao, Hui Yi, Xuefeng Yan
2019 J jnl
Mutual Information-Weighted Principle Components Identified From the Depth Features of Stacked Autoencoders and Original Variables for Oil Dry Point Soft Sensor.
IEEE Access
Jie Wang, Xuefeng Yan
2019 J jnl
Neighborhood Variational Bayesian Multivariate Analysis for Distributed Process Monitoring With Missing Data.
IEEE Trans. Control. Syst. Technol.
Qingchao Jiang, Xuefeng Yan, Biao Huang
2019 J jnl
Quality-Driven Kernel Projection to Latent Structure Model for Nonlinear Process Monitoring.
IEEE Access
Qingchao Jiang, Xuefeng Yan
2019 J jnl
Quality-Driven Principal Component Analysis Combined With Kernel Least Squares for Multivariate Statistical Process Monitoring.
IEEE Trans. Control. Syst. Technol.
Junping Huang, Xuefeng Yan
2019 J jnl
Real-time monitoring of chemical processes based on variation information of principal component analysis model.
J. Intell. Manuf.
Bei Wang, Xuefeng Yan
2019 J jnl
Zoning search using a hyper-heuristic algorithm.
Sci. China Inf. Sci.
Qinqin Fan, Ning Li, Yilian Zhang, Xuefeng Yan
2018 J jnl
Auto-selection mechanism of differential evolution algorithm variants and its application.
Eur. J. Oper. Res.
Qinqin Fan, Xuefeng Yan, Yilian Zhang
2018 J jnl
Enhancing the Performance of JADE Using Two-phase Parameter Control Scheme and Its Application.
Int. J. Autom. Comput.
Qinqin Fan, Yilian Zhang, Xuefeng Yan, Zhi-Huan Wang
2018 J jnl
Multi-objective modified differential evolution algorithm with archive-base mutation for solving multi-objective \(p\) -xylene oxidation process.
J. Intell. Manuf.
Qinqin Fan, Xuefeng Yan
2018 J jnl
Multi-subspace factor analysis integrated with support vector data description for multimode process monitoring.
J. Frankl. Inst.
Bei Wang, Zhichao Li, Xuefeng Yan
2018 J jnl
Optimal Variable Transmission for Distributed Local Fault Detection Incorporating RA and Evolutionary Optimization.
IEEE Access
Qingchao Jiang, Yang Wang, Xuefeng Yan
2017 J jnl
Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Steven X. Ding, Yang Wang, Xuefeng Yan
2017 J jnl
Multi-objective differential evolution with performance-metric-based self-adaptive mutation operator for chemical and biochemical dynamic optimization problems.
Appl. Soft Comput.
Qinqin Fan, Weili Wang, Xuefeng Yan
2017 J jnl
Neural network modeling relationship between inputs and state mapping plane obtained by FDA-t-SNE for visual industrial process monitoring.
Appl. Soft Comput.
Jia-Wei Tang, Xuefeng Yan
2017 J jnl
Prior knowledge guided differential evolution.
Soft Comput.
Qinqin Fan, Xuefeng Yan, Yu Xue
2017 J jnl
Quality Relevant and Independent Two Block Monitoring Based on Mutual Information and KPCA.
IEEE Trans. Ind. Electron.
Junping Huang, Xuefeng Yan
2016 J jnl
Bayesian Fault Diagnosis With Asynchronous Measurements and Its Application in Networked Distributed Monitoring.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Biao Huang, Steven X. Ding, Xuefeng Yan
2016 J jnl
GMM and optimal principal components-based Bayesian method for multimode fault diagnosis.
Comput. Chem. Eng.
Qingchao Jiang, Biao Huang, Xuefeng Yan
2016 J jnl
Independent component analysis model utilizing de-mixing information for improved non-Gaussian process monitoring.
Comput. Ind. Eng.
Bei Wang, Xuefeng Yan, Qingchao Jiang
2016 J jnl
Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Xuefeng Yan, Biao Huang
2016 J jnl
Self-Adaptive Differential Evolution Algorithm With Zoning Evolution of Control Parameters and Adaptive Mutation Strategies.
IEEE Trans. Cybern.
Qinqin Fan, Xuefeng Yan
2015 J jnl
Differential evolution algorithm with self-adaptive strategy and control parameters for P-xylene oxidation process optimization.
Soft Comput.
Qinqin Fan, Xuefeng Yan
2015 J jnl
Self-adaptive differential evolution algorithm with discrete mutation control parameters.
Expert Syst. Appl.
Qinqin Fan, Xuefeng Yan