Xuefeng Yan

According to our database1, Xuefeng Yan authored at least 95 papers between 2001 and 2021.

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Bibliography

2021
Distributed-ensemble stacked autoencoder model for non-linear process monitoring.
Inf. Sci., 2021

2020
Data-Driven Mode Identification and Unsupervised Fault Detection for Nonlinear Multimode Processes.
IEEE Trans. Ind. Informatics, 2020

Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring.
IEEE Trans. Ind. Informatics, 2020

Data-Driven Batch-End Quality Modeling and Monitoring Based on Optimized Sparse Partial Least Squares.
IEEE Trans. Ind. Electron., 2020

Whole Process Monitoring Based on Unstable Neuron Output Information in Hidden Layers of Deep Belief Network.
IEEE Trans. Cybern., 2020

Fault-Relevant Optimal Ensemble ICA Model for Non-Gaussian Process Monitoring.
IEEE Trans. Control. Syst. Technol., 2020

Deep Discriminative Representation Learning for Nonlinear Process Fault Detection.
IEEE Trans Autom. Sci. Eng., 2020

A multi-objective differential evolutionary algorithm with angle-based objective space division and parameter adaption for solving sodium gluconate production process and benchmark problems.
Swarm Evol. Comput., 2020

Performance-driven ensemble ICA chemical process monitoring based on fault-relevant models.
Soft Comput., 2020

Adaptive parameter tuning stacked autoencoders for process monitoring.
Soft Comput., 2020

Deep relevant representation learning for soft sensing.
Inf. Sci., 2020

Towards Generating Realistic and High Coverage Test Data for Constraint-Based Fault Injection.
Int. J. Softw. Eng. Knowl. Eng., 2020

Multiscale intelligent fault detection system based on agglomerative hierarchical clustering using stacked denoising autoencoder with temporal information.
Appl. Soft Comput., 2020

High-performance differential evolution algorithm guided by information from individuals with potential.
Appl. Soft Comput., 2020

Modeling Large-Scale Industrial Processes by Multiple Deep Belief Networks With Lower-Pressure and Higher-Precision for Status Monitoring.
IEEE Access, 2020

Potential-Based Differential Evolution Algorithm With Joint Adaptation of Parameters and Strategies.
IEEE Access, 2020

Fault Classification in Dynamic Processes Using Multiclass Relevance Vector Machine and Slow Feature Analysis.
IEEE Access, 2020

A Critical Node Detection Algorithm Based Node Interplay Model.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

A Similarity Integration Method based Information Retrieval and Word Embedding in Bug Localization.
Proceedings of the 20th IEEE International Conference on Software Quality, 2020

Generative Ranking based Sequential Recommendation in Software Crowdsourcing.
Proceedings of the EASE '20: Evaluation and Assessment in Software Engineering, 2020

2019
Learning Deep Correlated Representations for Nonlinear Process Monitoring.
IEEE Trans. Ind. Informatics, 2019

Multiobjective Two-Dimensional CCA-Based Monitoring for Successive Batch Processes With Industrial Injection Molding Application.
IEEE Trans. Ind. Electron., 2019

Neighborhood Variational Bayesian Multivariate Analysis for Distributed Process Monitoring With Missing Data.
IEEE Trans. Control. Syst. Technol., 2019

Multivariate Statistical Monitoring of Key Operation Units of Batch Processes Based on Time-Slice CCA.
IEEE Trans. Control. Syst. Technol., 2019

Quality-Driven Principal Component Analysis Combined With Kernel Least Squares for Multivariate Statistical Process Monitoring.
IEEE Trans. Control. Syst. Technol., 2019

Multimode Process Monitoring Using Variational Bayesian Inference and Canonical Correlation Analysis.
IEEE Trans Autom. Sci. Eng., 2019

A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation.
Swarm Evol. Comput., 2019

ContourGAN: Image contour detection with generative adversarial network.
Knowl. Based Syst., 2019

Real-time monitoring of chemical processes based on variation information of principal component analysis model.
J. Intell. Manuf., 2019

Soft Sensor Modeling Method by Maximizing Output-Related Variable Characteristics Based on a Stacked Autoencoder and Maximal Information Coefficients.
Int. J. Comput. Intell. Syst., 2019

Zoning search using a hyper-heuristic algorithm.
Sci. China Inf. Sci., 2019

Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process.
Appl. Soft Comput., 2019

A probabilistic principal component analysis-based approach in process monitoring and fault diagnosis with application in wastewater treatment plant.
Appl. Soft Comput., 2019

Fuzzy AHP based prioritization and taxonomy of software process improvement success factors in global software development.
Appl. Soft Comput., 2019

Differential evolution algorithm directed by individual difference information between generations and current individual information.
Appl. Intell., 2019

Differential evolution algorithm with strategy adaptation and knowledge-based control parameters.
Artif. Intell. Rev., 2019

Mutual Information-Weighted Principle Components Identified From the Depth Features of Stacked Autoencoders and Original Variables for Oil Dry Point Soft Sensor.
IEEE Access, 2019

Quality-Driven Kernel Projection to Latent Structure Model for Nonlinear Process Monitoring.
IEEE Access, 2019

A Novel Reliability Assessment Method Based on the Effects of Components.
Proceedings of the 19th IEEE International Conference on Software Quality, 2019

An Improved LFM Algorithm Based on Fitness Function and Community Similarity.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

2018
基于改进深度森林算法的软件缺陷预测 (Software Defect Prediction Based on Improved Deep Forest Algorithm).
计算机科学, 2018

Multi-objective modified differential evolution algorithm with archive-base mutation for solving multi-objective \(p\) -xylene oxidation process.
J. Intell. Manuf., 2018

Multi-subspace factor analysis integrated with support vector data description for multimode process monitoring.
J. Frankl. Inst., 2018

Enhancing the Performance of JADE Using Two-phase Parameter Control Scheme and Its Application.
Int. J. Autom. Comput., 2018

Auto-selection mechanism of differential evolution algorithm variants and its application.
Eur. J. Oper. Res., 2018

Optimal Variable Transmission for Distributed Local Fault Detection Incorporating RA and Evolutionary Optimization.
IEEE Access, 2018

Adaptive Centre-Weighted Oversampling for Class Imbalance in Software Defect Prediction.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Site-Effect-Based Semi-Synchronous Label Propagation Algorithm for Community Detection.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

2017
Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis.
IEEE Trans. Ind. Electron., 2017

Quality Relevant and Independent Two Block Monitoring Based on Mutual Information and KPCA.
IEEE Trans. Ind. Electron., 2017

A Novel Decentralized Process Monitoring Scheme Using a Modified Multiblock PCA Algorithm.
IEEE Trans Autom. Sci. Eng., 2017

Prior knowledge guided differential evolution.
Soft Comput., 2017

一种基于动态故障树的SBDD方法 (Method of SBDD Based on Dynamic Fault Tree).
计算机科学, 2017

基于Boosting的代价敏感软件缺陷预测方法 (Cost-sensitive Software Defect Prediction Method Based on Boosting).
计算机科学, 2017

一种基于动态图编码的软件水印方案 (Software Watermarking Scheme Based on Dynamic Graph Coding).
计算机科学, 2017

Optimizing the echo state network based on mutual information for modeling fed-batch bioprocesses.
Neurocomputing, 2017

Neural network modeling relationship between inputs and state mapping plane obtained by FDA-t-SNE for visual industrial process monitoring.
Appl. Soft Comput., 2017

Multi-objective differential evolution with performance-metric-based self-adaptive mutation operator for chemical and biochemical dynamic optimization problems.
Appl. Soft Comput., 2017

Hidden Markov Model for Floating Car Trajectory Map Matching.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017

2016
Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference.
IEEE Trans. Ind. Electron., 2016

Bayesian Fault Diagnosis With Asynchronous Measurements and Its Application in Networked Distributed Monitoring.
IEEE Trans. Ind. Electron., 2016

Self-Adaptive Differential Evolution Algorithm With Zoning Evolution of Control Parameters and Adaptive Mutation Strategies.
IEEE Trans. Cybern., 2016

一种基于UML类图和活动图的故障树生成方法 (Fault Tree Generation Method Based on UML Class Diagram and Activity Diagram).
计算机科学, 2016

一种基于Prolog的时间约束业务流程验证方法 (Prolog Based Approach to Validate Time Constraints in Business Process).
计算机科学, 2016

GMM and optimal principal components-based Bayesian method for multimode fault diagnosis.
Comput. Chem. Eng., 2016

Independent component analysis model utilizing de-mixing information for improved non-Gaussian process monitoring.
Comput. Ind. Eng., 2016

2015
Optimization of a Multilayer Neural Network by Using Minimal Redundancy Maximal Relevance-Partial Mutual Information Clustering With Least Square Regression.
IEEE Trans. Neural Networks Learn. Syst., 2015

Differential evolution algorithm with self-adaptive strategy and control parameters for P-xylene oxidation process optimization.
Soft Comput., 2015

Optimizing the echo state network with a binary particle swarm optimization algorithm.
Knowl. Based Syst., 2015

基于S型曲线的指标权重确定方法 (Method to Determine Index Weight Based on S Curve).
计算机科学, 2015

Self-adaptive differential evolution algorithm with discrete mutation control parameters.
Expert Syst. Appl., 2015

Chlorophyll-a Predicting Model Based on Dynamic Neural Network.
Appl. Artif. Intell., 2015

Dynamic Data Driven Particle Filter for Agent-Based Traffic State Estimation.
Proceedings of the Cloud Computing and Security - First International Conference, 2015

2014
Adaptive dual cluster heads collaborative target tracking in wireless sensor networks.
Int. J. Sens. Networks, 2014

Improved simple deterministically constructed Cycle Reservoir Network with Sensitive Iterative Pruning Algorithm.
Neurocomputing, 2014

2013
Structure and weight optimization of neural network based on CPA-MLR and its application in naphtha dry point soft sensor.
Neural Comput. Appl., 2013

Transforming input variables for RBFN based on PCA-ASH multivariate correlation analysis and its application.
Neural Comput. Appl., 2013

Adaptive variable space differential evolution algorithm based on population distribution.
Memetic Comput., 2013

Qualitative and Quantitative Integrated Modeling for Stochastic Simulation and Optimization.
J. Appl. Math., 2013

Modified Radial Basis Function Neural Network Integrated with Multiple Regression Analysis and its Application in the Chemical Industry Processes.
Intell. Autom. Soft Comput., 2013

Chaotic Differential Evolution Algorithm Based On Competitive Coevolution And Its Application To Dynamic Optimization Of Chemical Processes.
Intell. Autom. Soft Comput., 2013

Global best harmony search algorithm with control parameters co-evolution based on PSO and its application to constrained optimal problems.
Appl. Math. Comput., 2013

Dynamic data driven event reconstruction for traffic simulation using sequential Monte Carlo methods.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012
A Graph Transformation Based Approach for Modeling Component-Level Migration in Mobile Environments.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012

2011
Self-stabilizing flocking of a group of mobile robots with memory corruption.
Wirel. Commun. Mob. Comput., 2011

A hybrid differential evolution algorithm integrated with an ant system and its application.
Comput. Math. Appl., 2011

2009
4-CBA Concentration Soft Sensor Based on Modified Back Propagation Algorithm Embedded with Ridge Regression.
Intell. Autom. Soft Comput., 2009

A Dynamic Data Driven Application System for Wildfire Spread Simulation.
Proceedings of the 2009 Winter Simulation Conference, 2009

State estimation using particle filters in wildfire spread simulation.
Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, 2009

An Automatic Classification based Search of Simulation Grid Resource.
Proceedings of the 2009 International Conference on Grid Computing & Applications, 2009

2008
Modified nonlinear generalized ridge regression and its application to develop naphtha cut point soft sensor.
Comput. Chem. Eng., 2008

A Fuzzy Support Vector Machine with Weighted Margin for Flight Delay Early Warning.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2006
A novel select-best and prepotency evolution algorithm and its application to develop industrial oxidation reaction macrokinetic model.
Comput. Chem. Eng., 2006

2004
Corrigendum to "Chaos-genetic algorithms for optimizing the operation conditions based on RBF-PLS model" [Comput. Chem. Eng. 27(2003) 1393-1404]
Comput. Chem. Eng., 2004

2001
SOM Integrated with CCA for the Feature Map and Classification of Complex Chemical Patterns.
Comput. Chem., 2001


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