Xiaofang Chen

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 60

Top Topics

Extreme Learning Machine

Industrial Process

Clustering Method

Top Venues

Adv. Eng. Informatics

Int. J. Mach. Learn. Cybern.

IEEE Trans. Ind. Informatics

Publications

Jie Wang, Yongfang Xie, Shiwen Xie, Xiaofang Chen
Development of data-knowledge-driven predictive model and multi-objective optimization for intelligent optimal control of aluminum electrolysis process. Eng. Appl. Artif. Intell. 134 (2024)
Xiaoxue Wan, Lihui Cen, Xiaofang Chen, Yongfang Xie, Weihua Gui
Memory Shapelet Learning for Early Classification of Streaming Time Series. IEEE Trans. Cybern. 54 (5) (2024)
Xiaoxue Wan, Lihui Cen, Weichao Yue, Yongfang Xie, Xiaofang Chen, Weihua Gui
Failure mode and effect analysis with ORESTE method under large group probabilistic free double hierarchy hesitant linguistic environment. Adv. Eng. Informatics 59 (2024)
Jie Wang, Shiwen Xie, Yongfang Xie, Xiaofang Chen
Label Propagation With Contrastive Anchors for Deep Semi-Supervised Superheat Degree Identification in Aluminum Electrolysis Process. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Jue Shi, Xiaofang Chen, Yongfang Xie, Hongliang Zhang, Yubo Sun
Delicately Reinforced k-Nearest Neighbor Classifier Combined With Expert Knowledge Applied to Abnormity Forecast in Electrolytic Cell. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Xiaoxue Wan, Lihui Cen, Xiaofang Chen, Yongfang Xie
Multi-generator adversarial dynamic spatial-temporal shapelet network for anode effect prediction in aluminum electrolysis process. Adv. Eng. Informatics 62 (2024)
Jie Wang, Yongfang Xie, Shiwen Xie, Xiaofang Chen
Dual Cross-Attention Transformer Networks for Temporal Predictive Modeling of Industrial Process. IEEE Trans. Instrum. Meas. 73 (2024)
Longfei Zhang, Zeyang Yin, Xiaofang Chen, Yongfang Xie
An optimal and efficient hierarchical motion planner for industrial robots with complex constraints. Comput. Electr. Eng. 119 (2024)
Yongfang Xie, Jie Wang, Shiwen Xie, Xiaofang Chen
Adversarial Training-Based Deep Layer-Wise Probabilistic Network for Enhancing Soft Sensor Modeling of Industrial Processes. IEEE Trans. Syst. Man Cybern. Syst. 54 (2) (2024)
Yubo Sun, Weihua Gui, Xiaofang Chen, Lihui Cen, Chunhua Yang, Zhong Zou
A large-scale graph clustering method for cell conditions spatio-temporal localization in aluminum electrolysis. Inf. Sci. 671 (2024)
Yubo Sun, Weihua Gui, Xiaofang Chen, Yongfang Xie
Evaluation model of aluminum electrolysis cell condition based on multi-source heterogeneous data fusion. Int. J. Mach. Learn. Cybern. 15 (4) (2024)
Yubo Sun, Xiaofang Chen, Lihui Cen, Weihua Gui, Chunhua Yang, Zhong Zou
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell. Appl. Soft Comput. 157 (2024)
Jie Wang, Shiwen Xie, Yongfang Xie, Xiaofang Chen
A General Knowledge-Guided Framework Based on Deep Probabilistic Network for Enhancing Industrial Process Modeling. IEEE Trans. Ind. Informatics 20 (3) (2024)
Xiaoxue Wan, Lihui Cen, Xiaofang Chen, Yongfang Xie, Weihua Gui
Prior knowledge-augmented unsupervised shapelet learning for unknown abnormal working condition discovery in industrial process. Adv. Eng. Informatics 60 (2024)
Jue Shi, Xiaofang Chen, Yongfang Xie, Hongliang Zhang, Lihui Cen, Yubo Sun
Hybrid-driven BRBCS-BOM with expert intervention and its application for abnormity recognition in electrolytic cell. Expert Syst. Appl. 238 (Part F) (2024)
Yushuai Wu, Ting Zhang, Hao Zhou, Hainan Wu, Hanwen Sunchu, Lei Hu, Xiaofang Chen, Suyuan Zhao, Gaochao Liu, Chao Sun, Jiahuan Zhang, Yizhen Luo, Peng Liu, Zaiqing Nie
DeepCRE: Transforming Drug R&D via AI-Driven Cross-drug Response Evaluation. CoRR (2024)
Jie Wang, Shiwen Xie, Yongfang Xie, Xiaofang Chen
Unsupervised heat balance indicator construction based on variational autoencoder and its application to aluminum electrolysis process monitoring. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Zhong Chen, Xiaofang Chen, Jinping Liu, Lihui Cen, Weihua Gui
Learning model predictive control of nonlinear systems with time-varying parameters using Koopman operator. Appl. Math. Comput. 470 (2024)
Xiaofang Chen, Wenbo Xu, Yue Wang, Yan Huang
Specific Emitter Identification Based on Joint Variational Mode Decomposition. CoRR (2024)
Weichao Yue, Lingfeng Hou, Xiaoxue Wan, Yongfang Xie, Xiaofang Chen, Weihua Gui
Consensus-based probabilistic hesitant intuitionistic linguistic Petri nets for knowledge-intensive work of superheat degree identification. Adv. Eng. Informatics 59 (2024)
Weichao Yue, Lingfeng Hou, Xiaoxue Wan, Xiaofang Chen, Weihua Gui
Superheat Degree Recognition of Aluminum Electrolysis Cell Using Unbalance Double Hierarchy Hesitant Linguistic Petri Nets. IEEE Trans. Instrum. Meas. 72 (2023)
Jiwen Li, Shiwen Xie, Yongfang Xie, Xiaofang Chen, Xi Chen
Unsupervised Monocular Depth Estimation with Semantic Reconstruction Using Dual-Discriminator Generative Adversarial. ICONIP (7) (2023)
Yubo Sun, Weihua Gui, Xiaofang Chen, Yongfang Xie, Shiwen Xie, Zhong Zou
A dynamic spatial distributed information clustering method for aluminum electrolysis cell. Eng. Appl. Artif. Intell. 126 (2023)
Weichao Yue, Jianing Chai, Xiaoxue Wan, Yongfang Xie, Xiaofang Chen, Weihua Gui
Root cause analysis for process industry using causal knowledge map under large group environment. Adv. Eng. Informatics 57 (2023)
Ziqing Deng, Xiaofang Chen, Yongfang Xie, Zhong Zou, Hongliang Zhang
Multiple structured latent double dictionary pair learning for cross-domain industrial process monitoring. Inf. Sci. 648 (2023)
Hong Yu, Jiangnan Gong, Guoyin Wang, Xiaofang Chen
A Hybrid Model for Billet Tapping Temperature Prediction and Optimization in Reheating Furnace. IEEE Trans. Ind. Informatics 19 (8) (2023)
Xuechun Bian, Xiaofang Chen, Wenbo Xu, Yue Wang
LDA enhanced one-bit compressive sensing method for high-throughput mass spectrometry data feature selection. Digit. Signal Process. 140 (2023)
Ziqing Deng, Xiaofang Chen, Shiwen Xie, Yongfang Xie, Hongliang Zhang
Semi-supervised Discriminative Projective Dictionary Pair Learning and Its Application to Industrial Process. IEEE Trans. Ind. Informatics 19 (3) (2023)
Jue Shi, Xiaofang Chen, Yongfang Xie, Hongliang Zhang, Yubo Sun
Population-based discrete state transition algorithm with decomposition and knowledge guidance applied to electrolytic cell maintenance decision. Appl. Soft Comput. 135 (2023)
Zunhui Yi, Zhaohui Jiang, Jiancai Huang, Xiaofang Chen, Weihua Gui
Optimization Method of the Installation Direction of Industrial Endoscopes for Increasing the Imaged Burden Surface Area in Blast Furnaces. IEEE Trans. Ind. Informatics 18 (11) (2022)
Yongxiang Lei, Hamid Reza Karimi, Xiaofang Chen
A novel self-supervised deep LSTM network for industrial temperature prediction in aluminum processes application. Neurocomputing 502 (2022)
Zijiao Zhang, Chong Wu, Shi-You Qu, Xiaofang Chen
An explainable artificial intelligence approach for financial distress prediction. Inf. Process. Manag. 59 (4) (2022)
Xiaoxue Wan, Lihui Cen, Xiaofang Chen, Yongfang Xie
A novel multiple temporal-spatial convolution network for anode current signals classification. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Zhaoke Huang, Chunhua Yang, Xiaofang Chen, Xiaojun Zhou, Weihua Gui
Time series clustering method with cluster validation to identify unknown local cell conditions in the aluminum reduction cell. Comput. Ind. Eng. 174 (2022)
Jie Wang, Yongfang Xie, Shiwen Xie, Xiaofang Chen
Cooperative particle swarm optimizer with depth first search strategy for global optimization of multimodal functions. Appl. Intell. 52 (9) (2022)
Yongxiang Lei, Fang Liu, Hamid Reza Karimi, Xiaofang Chen
Manifold semi-supervised learning for aluminum electrolysis temperature identification based on regularized hierarchical extreme learning machine. J. Syst. Control. Eng. 236 (6) (2022)
Yongxiang Lei, Xiaofang Chen, Yongfang Xie
An improved cell situation identification approach with convolutional neural network and wavelet extreme learning machine. J. Syst. Control. Eng. 235 (10) (2021)
Xiaofang Chen
Exploration on the Construction of Virtual Simulation Experiment Platform of Law under the Background of New Liberal Arts. ICIIP (2021)
Xiaofang Chen, Jianqing Ma, June Wei, Shuiqing Yang
The role of perceived integration in WeChat usages for seeking information and sharing comments: A social capital perspective. Inf. Manag. 58 (1) (2021)
Zhaohui Zeng, Weihua Gui, Lihui Cen, Xiaofang Chen, Yongfang Xie
Estimating the Alumina Concentration During Aluminum Electrolysis by Identifying the Sensitive Frequency Band Using Marginal Kurtosis. IEEE Access 9 (2021)
Zhaoke Huang, Chunhua Yang, Xiaofang Chen, Xiaojun Zhou, Guo Chen, Tingwen Huang, Weihua Gui
Functional deep echo state network improved by a bi-level optimization approach for multivariate time series classification. Appl. Soft Comput. 106 (2021)
Jiebin Chu, Jinbiao Chen, Xiaofang Chen, Wei Dong, Jinlong Shi, Zhengxing Huang
Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application. J. Biomed. Informatics 115 (2021)
Ruihua Xu, Fan Luo, Xiaofang Chen, Mingze Li, Zapan Barua
Formation mechanism of environmental protection behaviours of community residents: A system dynamics perspective. Kybernetes 50 (2) (2021)
Li Li, Yongfang Xie, Xiaofang Chen
A method for root cause diagnosis with picture fuzzy sets based dynamic uncertain causality graph. J. Intell. Fuzzy Syst. 41 (1) (2021)
Yongxiang Lei, Xiaofang Chen, Mengcan Min, Yongfang Xie
A semi-supervised Laplacian extreme learning machine and feature fusion with CNN for industrial superheat identification. Neurocomputing 381 (2020)
Xiaofang Chen, Ping Xue
A Study on The Admission Policy of College Entrance Examination for Ethnic Minorities in China from the Perspective of Cultural Analysis. ISBDAI (2020)
Hong Yu, Zhihua Chang, Guoyin Wang, Xiaofang Chen
An efficient three-way clustering algorithm based on gravitational search. Int. J. Mach. Learn. Cybern. 11 (5) (2020)
Li Li, Yongfang Xie, Xiaofang Chen, Weichao Yue, Zhaohui Zeng
Dynamic uncertain causality graph based on cloud model theory for knowledge representation and reasoning. Int. J. Mach. Learn. Cybern. 11 (8) (2020)
Xiaofang Chen, Ping Xue
Hydro-metallurgical Process Study on Treating Copper from the Perspective of New Environmental Protection Law. ISBDAI (2020)
Zhaoke Huang, Chunhua Yang, Xiaofang Chen, Keke Huang, Yongfang Xie
Adaptive over-sampling method for classification with application to imbalanced datasets in aluminum electrolysis. Neural Comput. Appl. 32 (11) (2020)
Mengnan Cui, Hong Yu, Hongliang Zhang, Xiaofang Chen
A Novel Matching Method for Supply and Demand Based on Three-Way Decisions. ISKE (2019)
Yongxiang Lei, Lihui Cen, Xiaofang Chen, Yongfang Xie
A Hybrid Regularization Semi-Supervised Extreme Learning Machine Method and Its Application. IEEE Access 7 (2019)
Chunhua Yang, Longfei Zhou, Keke Huang, Hongquan Ji, Cheng Long, Xiaofang Chen, Yongfang Xie
Multimode process monitoring based on robust dictionary learning with application to aluminium electrolysis process. Neurocomputing 332 (2019)
Weichao Yue, Weihua Gui, Xiaofang Chen, Zhaohui Zeng, Yongfang Xie
Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS. Int. J. Mach. Learn. Cybern. 10 (12) (2019)
Zhao Fu, Hong Yu, Hongliang Zhang, Xiaofang Chen
A Multi-objective Optimization Algorithm Based on Preference Three-Way Decomposition. KSEM (2) (2018)
Hong Yu, Jisen Yang, Xiaofang Chen, Zhong Zou, Guoyin Wang, Tao Sang
A Soft Sensing Prediction Model of Superheat Degree in the Aluminum Electrolysis Production. IEEE BigData (2018)
Keke Huang, Xiaofang Chen, Zhaofei Yu, Chunhua Yang, Weihua Gui
Heterogeneous cooperative belief for social dilemma in multi-agent system. Appl. Math. Comput. 320 (2018)
Zuguo Chen, Yonggang Li, Xiaofang Chen, Chunhua Yang, Weihua Gui
Semantic Network Based on Intuitionistic Fuzzy Directed Hyper-Graphs and Application to Aluminum Electrolysis Cell Condition Identification. IEEE Access 5 (2017)
Lihui Cen, Ziqiang Wu, Xiaofang Chen, Yanggui Zou, Shaohui Zhang
On Modeling and Constrained Model Predictive Control of Open Irrigation Canals. J. Control. Sci. Eng. 2017 (2017)
Xiaofang Chen, Ying-Can Qian, Yalin Wang
Power Consumption Prediction for Dynamic Adjustment in Hydrocracking Process Based on State Transition Algorithm and Support Vector Machine. ICONIP (5) (2017)
Xiaofang Chen, Fanguo Kong
Impact of corporate culture on resources sharing between enterprises. Int. J. Netw. Virtual Organisations 12 (1) (2013)
Yalin Wang, Xiaofang Chen, Weihua Gui, Chunhua Yang, Lou Caccetta, Honglei Xu
A Hybrid Multiobjective Differential Evolution Algorithm and Its Application to the Optimization of Grinding and Classification. J. Appl. Math. 2013 (2013)
Xiaofang Chen, Fanguo Kong
Impact of Corporate Culture on Resource Sharing Between Enterprises. WHICEB (2012)
Xiaofang Chen, Lei Cheng, Weihua Guo, Liangzhong Shen
Quantity Management of Stock Based on BOM. WHICEB (2012)
Xiaofang Chen, Cishen Zhang, Jingxin Zhang
Analysis and Computation of Optimal Bounds of Bi-directional Frames. ICINCO (1) (2011)
Xiaofang Chen, Cishen Zhang, Jingxin Zhang
Realizations of cascaded LTV mixed causal and anticausal systems. ICCA (2010)
Xiaofang Chen, Yu Yang, Ganesh Gopalakrishnan, Ching-Tsun Chou
Efficient methods for formally verifying safety properties of hierarchical cache coherence protocols. Formal Methods Syst. Des. 36 (1) (2010)
Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Robert M. Kirby
Distributed dynamic partial order reduction. Int. J. Softw. Tools Technol. Transf. 12 (2) (2010)
Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Chao Wang
Automatic Discovery of Transition Symmetry in Multithreaded Programs Using Dynamic Analysis. SPIN (2009)
Congxin Li, Xiaofang Chen, Pengye Wang, Weichi Wang
Circadian KaiC Phosphorylation: A Multi-Layer Network. PLoS Comput. Biol. 5 (11) (2009)
Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Robert M. Kirby
Efficient Stateful Dynamic Partial Order Reduction. SPIN (2008)
Xiaofang Chen, Yu Yang, Michael Delisi, Ganesh Gopalakrishnan, Ching-Tsun Chou
Hierarchical cache coherence protocol verification one level at a time through assume guarantee. HLDVT (2007)
Xiaofang Chen, Steven M. German, Ganesh Gopalakrishnan
Transaction Based Modeling and Verification of Hardware Protocols. FMCAD (2007)
Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Robert M. Kirby
Distributed Dynamic Partial Order Reduction Based Verification of Threaded Software. SPIN (2007)
Xiaofang Chen, Cishen Zhang, Jingxin Zhang
Decomposition and Noncausal Realization of Unstable LPTV System. ICARCV (2006)
Xiaofang Chen, Yu Yang, Ganesh Gopalakrishnan, Ching-Tsun Chou
Reducing Verification Complexity of a Multicore Coherence Protocol Using Assume/Guarantee. FMCAD (2006)
Xiaofang Chen, Cishen Zhang, Jingxin Zhang
A State Space Approach to the Inverse of LPTV Filters. ICASSP (3) (2006)
Xiaofang Chen, Weihua Gui, Yalin Wang, Lihui Cen
Multi-step optimal control of complex process: a genetic programming strategy and its application. Eng. Appl. Artif. Intell. 17 (5) (2004)