发表论文
(1) 基于局部策略交互探索的深度确定性策略梯度的工业过程控制方法, 计算机应用, 2022, 第 4 作者(2) A fault diagnosis method with multi-source data fusion based on hierarchical attention for AUV, Ocean Engineering, 2022, 第 4 作者(3) Fault Diagnosis Based on Multi-scale LSTM-FCNs for Industrial Process, 2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes, SAFEPROCESS 2021, 2022, 通讯作者(4) 基于深度记忆自编码器的时间序列异常检测方法, 计算机应用研究, 2022, 第 4 作者(5) Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder, Neural Computing and Applications, 2022, 第 4 作者(6) Ocean Temperature Prediction Based on Stereo Spatial and Temporal 4-D Convolution Model, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 第 4 作者(7) 基于时空图卷积网络的多变量时间序列预测方法, 计算机应用研究, 2022, 第 4 作者(8) Seformer: A long sequence time-series forecasting model based on binary position encoding and information transfer regularization, Applied Intelligence, 2022, 第 4 作者(9) 小样本下基于元学习和网络结构搜索的新模态故障诊断, 控制与决策, 2022, 通讯作者(10) Time Series Prediction Method of Industrial Process with Limited Data Based on Transfer Learning, IEEE Transactions on Industrial Informatics, 2022, 第 3 作者(11) 基于网络结构搜索的工业过程自动故障诊断方法, 计算机应用研究, 2022, 第 4 作者(12) 基于迁移学习和知识蒸馏的加热炉温度预测方法, 计算机集成制造系统, 2022, 第 3 作者(13) Fault Detection Based on Hierarchical Mode Analysis with ICA-KICA, CCC 2022, 2022, 第 1 作者(14) Muformer: A long sequence time-series forecasting model based on modified multi-head attention, Knowledge-Based Systems, 2022, 第 4 作者(15) CF-DAML: Distributed automated machine learning based on collaborative filtering, Applied Intelligence, 2022, 第 4 作者(16) Comprehensive monitoring of industrial processes using multivariable characteristics evaluation and subspace decomposition, The Canadian Journal of Chemical Engineering, 2022, 第 1 作者(17) 基于TE-DS的半监督化工过程故障诊断方法, 计算机应用研究, 2022, 通讯作者(18) A fault diagnosis method based on attention mechanism with application in Qianlong-2 autonomous underwater vehicle, OCEAN ENGINEERING, 2021, 第 4 作者(19) 基于多块信息提取的AUV资源勘查系统故障检测, Fault detection of AUV resource exploration system based on multi-block information extraction, 控制与决策, 2021, 第 4 作者(20) Fault Detection using Common and Specific Variable Decomposition for Nonlinear Multimode Process, CAC 2020, 2021, 第 1 作者(21) 基于TVA-TCN的制造过程关键参数多步预测方法, 控制与决策, 2021, 第 4 作者(22) Dynamic Non-Gaussian hybrid serial modeling for industrial process monitoring, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2021, 第 1 作者(23) 基于多尺度时间卷积网络的多模态过程故障诊断方法, 计算机应用与软件, 2021, 通讯作者(24) A visualization recommendation approach based on machine learning, 2020 10th International Workshop on Computer Science and Engineering, WCSE 2020, 2020, 第 6 作者(25) 基于E-t-SNE的混合属性数据降维可视化方法, Dimension Reduction and Visualization of Mixed-Type Data Based on E-t-SNE, 计算机工程与应用, 2020, 第 5 作者(26) Multi-dimensional data visualisation method based on convex-corrected radviz, International journal of computer applications in technology, 2020, 第 5 作者(27) 铝电解关键指标预测方法的研究与应用, Research and Application of Prediction Method for Key Indexes of Aluminum Electrolysis, 计算机工程与应用, 2019, 第 3 作者(28) 一种基于信息熵的混合属性数据谱聚类算法, 计算机应用研究, 2018, 第 4 作者(29) Multimode processes monitoring using global–local MIC-PCA-SVDD, Lecture Notes in Electrical Engineering, 2018, 第 1 作者(30) Multimode processes monitoring based on hierarchical mode division and subspace decomposition, CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2018, 第 1 作者(31) Risk Detection of Stroke using a Feature Selection and Classification Method, IEEE ACCESS, 2018, 通讯作者(32) 改进人工蜂群优化BP神经网络的分类研究, Study on classification of improved artificial bee colony algorithm to optimization of BP neural network, 计算机工程与应用, 2018, 第 3 作者(33) 基于真实核心点的密度聚类方法, Density clustering algorithm based on real core point, 计算机应用研究, 2018, 第 3 作者(34) 基于IJB-PCA-ICA 算法的故障检测, Fault detection based on IJB-PCA-ICA, 化工学报, 2018, 通讯作者(35) A new Automatic Density Cluster, PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, 第 4 作者(36) Correlated and weakly correlated fault detection based on variable division and ICA, Computers & Industrial Engineering, 2017, 第 1 作者(37) Improved k-medoids clustering based on gray association rule, Advances in intelligent systems and computing, recent developments in intelligent computing, communication and devices - proceedings of iccd 2017, 2017, 第 3 作者(38) Fault detection based on global-local PCA-SVDD for multimode processes, Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017, 2017, 第 1 作者(39) 基于对数变换和最大信息系数PCA的过程监测, Process Monitoring Based on Logarithmic Transformation and Maximal Information Coefficient-PCA, 科学技术与工程, 2017, 通讯作者(40) 基于密度比例的密度峰值聚类算法, Clustering by fast search and find of density peaks based on density-raito, 计算机工程与应用, 2017, 第 3 作者(41) 基于多种相关性度量的特征选择方法研究, 小型微型计算机系统, 2017, 第 4 作者(42) Monitoring based on MIC-PCA and SVDD for industrial process, Proceedings of 2017 IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2017, 2017, 第 2 作者(43) A Cloud Computing Platform for Data Analysis based on R Cluster, 2016 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2016, 2016, 第 5 作者(44) Feature Selection Based on Multiple Correlation Measures for Medical Examination Dataset, 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IEEE IMCEC 2016, 2016, 第 4 作者(45) Density Peaks Clustering Based on Multiple Distance Measures for Manufacturing Process, Proceedings of the IEEE International Conference on Information and Automation, 2016, 第 1 作者(46) High Precision Size Measurement System of Industrial Profiles Section, 2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, 第 4 作者(47) Monitoring and Fault Diagnosis for Industrial Process, 2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, 第 1 作者(48) A New Approach For Noise Data Detection Based on Cluster and Information Entropy, 2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, 第 4 作者(49) Monitoring of Multimode Processes Based on Subspace Decomposition, INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2015, 第 1 作者(50) An Efficient Clustering Method for Medical Data Applications, 2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, 第 1 作者(51) Corrosion pitting damage detection of rolling bearings using data mining techniques, International Journal of Modelling, Identification and Control, 2015, 第 5 作者