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2020 – today
- 2025
[j61]Jie Wang
, Shiwen Xie, Yongfang Xie, Xiaofang Chen:
Efficient quality variable prediction of industrial process via fuzzy neural network with lightweight structure. J. Intell. Manuf. 36(1): 459-474 (2025)- [j60]Qingqi Wu, Lihui Cen, Shichao Kan, Yongping Zhai, Xiaofang Chen, Hong Zhang:
Real-time underwater target detection based on improved YOLOv7. J. Real Time Image Process. 22(1): 43 (2025) - [j59]Yuxuan Luo, Xiaofang Chen, Wenbo Xu, Yue Wang, Yingshu Li:
Parameter Estimation for Perceptive Mobile Networks Based on Two-Level Block Sparsity. IEEE Trans. Veh. Technol. 74(1): 1121-1136 (2025) - 2024
- [j58]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: 102261 (2024) - [j57]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: 102353 (2024) - [j56]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: 102429 (2024) - [j55]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: 102609 (2024) - [j54]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: 128577 (2024) - [j53]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: 111536 (2024) - [j52]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: 109521 (2024) - [j51]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): 107237 (2024) - [j50]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: 108664 (2024) - [j49]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): 122227 (2024) - [j48]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: 120651 (2024) - [j47]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): 1375-1396 (2024) - [j46]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): 1284-1296 (2024) - [j45]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): 2757-2770 (2024) - [j44]Xiaofang Chen, Xue Fu, Wenbo Xu, Yue Wang, Guan Gui:
Joint Variational Modal Decomposition for Specific Emitter Identification With Multiple Sensors. IEEE Trans. Inf. Forensics Secur. 19: 9938-9953 (2024) - [j43]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): 3050-3059 (2024) - [j42]Xiaoxue Wan, Lihui Cen, Xiaofang Chen, Yongfang Xie, Weihua Gui:
Multiview Shapelet Prototypical Network for Few-Shot Fault Incremental Learning. IEEE Trans. Ind. Informatics 20(10): 11751-11762 (2024) - [j41]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: 1-11 (2024) - [j40]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): 3027-3037 (2024) - [j39]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): 972-984 (2024) - [c23]Xiaofang Chen, Yanxin Hou:
A Study on the Benefit-Sharing Mechanism in Joint Development of Commercial Airplanes: Based on the Perspective of Supplier-Manufacturer Game. INDIN 2024: 1-6 - [c22]Jie Wang, Yongfang Xie, Shiwen Xie, Xiaofang Chen:
Operational Decision-Making Optimization of Aluminum Electrolysis Process Based on Health Evaluation of Aluminum Electrolytic Cell. CIS-RAM 2024: 156-161 - [c21]Xiaofang Chen, Wenbo Xu, Yue Wang:
Specific Emitter Identification Based on Joint Variational Mode Decomposition. VTC Fall 2024: 1-6 - [i2]Xiaofang Chen, Wenbo Xu, Yue Wang, Yan Huang:
Specific Emitter Identification Based on Joint Variational Mode Decomposition. CoRR abs/2401.01503 (2024) - [i1]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 abs/2403.03768 (2024) - 2023
- [j38]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: 102057 (2023) - [j37]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: 109996 (2023) - [j36]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: 104146 (2023) - [j35]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: 106793 (2023) - [j34]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: 119514 (2023) - [j33]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): 3119-3132 (2023) - [j32]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): 8703-8712 (2023) - [j31]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: 1-15 (2023) - [c20]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: 396-406 - 2022
- [j30]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): 10161-10180 (2022) - [j29]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: 108790 (2022) - [j28]Yongxiang Lei, Hamid Reza Karimi, Xiaofang Chen:
A novel self-supervised deep LSTM network for industrial temperature prediction in aluminum processes application. Neurocomputing 502: 177-185 (2022) - [j27]Zijiao Zhang, Chong Wu, Shi-You Qu, Xiaofang Chen:
An explainable artificial intelligence approach for financial distress prediction. Inf. Process. Manag. 59(4): 102988 (2022) - [j26]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): 1109-1118 (2022) - [j25]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): 3299-3310 (2022) - [j24]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): 7729-7740 (2022) - 2021
- [j23]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: 1016-1031 (2021) - [j22]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: 107314 (2021) - [j21]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): 103280 (2021) - [j20]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: 103710 (2021) - [j19]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): 387-397 (2021) - [j18]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) - [j17]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): 386-412 (2021) - [c19]Xiaofang Chen:
Exploration on the Construction of Virtual Simulation Experiment Platform of Law under the Background of New Liberal Arts. ICIIP 2021: 44-48 - 2020
- [j16]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: 186-195 (2020) - [j15]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): 1003-1016 (2020) - [j14]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): 1781-1799 (2020) - [j13]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): 7183-7199 (2020) - [c18]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: 210-214 - [c17]Xiaofang Chen, Ping Xue:
Hydro-metallurgical Process Study on Treating Copper from the Perspective of New Environmental Protection Law. ISBDAI 2020: 215-218
2010 – 2019
- 2019
- [j12]Yongxiang Lei, Lihui Cen, Xiaofang Chen, Yongfang Xie:
A Hybrid Regularization Semi-Supervised Extreme Learning Machine Method and Its Application. IEEE Access 7: 30102-30111 (2019) - [j11]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: 305-319 (2019) - [j10]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): 3499-3520 (2019) - [c16]Mengnan Cui, Hong Yu, Hongliang Zhang, Xiaofang Chen:
A Novel Matching Method for Supply and Demand Based on Three-Way Decisions. ISKE 2019: 82-89 - 2018
- [j9]Keke Huang, Xiaofang Chen, Zhaofei Yu, Chunhua Yang, Weihua Gui:
Heterogeneous cooperative belief for social dilemma in multi-agent system. Appl. Math. Comput. 320: 572-579 (2018) - [c15]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: 2679-2684 - [c14]Zhao Fu, Hong Yu, Hongliang Zhang, Xiaofang Chen:
A Multi-objective Optimization Algorithm Based on Preference Three-Way Decomposition. KSEM (2) 2018: 3-11 - 2017
- [j8]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: 20145-20156 (2017) - [j7]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: 6257074:1-6257074:10 (2017) - [c13]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: 85-94 - 2013
- [j6]Xiaofang Chen, Fanguo Kong:
Impact of corporate culture on resources sharing between enterprises. Int. J. Netw. Virtual Organisations 12(1): 3-13 (2013) - [j5]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: 841780:1-841780:15 (2013) - 2012
- [c12]Xiaofang Chen, Lei Cheng, Weihua Guo, Liangzhong Shen:
Quantity Management of Stock Based on BOM. WHICEB 2012: 61 - [c11]Xiaofang Chen, Fanguo Kong:
Impact of Corporate Culture on Resource Sharing Between Enterprises. WHICEB 2012: 88 - 2011
- [c10]Xiaofang Chen, Cishen Zhang, Jingxin Zhang:
Analysis and Computation of Optimal Bounds of Bi-directional Frames. ICINCO (1) 2011: 243-250 - 2010
- [j4]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): 37-64 (2010) - [j3]Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Robert M. Kirby:
Distributed dynamic partial order reduction. Int. J. Softw. Tools Technol. Transf. 12(2): 113-122 (2010) - [c9]Xiaofang Chen, Cishen Zhang, Jingxin Zhang:
Realizations of cascaded LTV mixed causal and anticausal systems. ICCA 2010: 1305-1310
2000 – 2009
- 2009
- [j2]Congxin Li, Xiaofang Chen, Pengye Wang, Weichi Wang:
Circadian KaiC Phosphorylation: A Multi-Layer Network. PLoS Comput. Biol. 5(11) (2009) - [c8]Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Chao Wang:
Automatic Discovery of Transition Symmetry in Multithreaded Programs Using Dynamic Analysis. SPIN 2009: 279-295 - 2008
- [b1]Xiaofang Chen:
Verification of Hierarchical Cache Coherence Protocols for Futuristic Processors. University of Utah, USA, 2008 - [c7]Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Robert M. Kirby:
Efficient Stateful Dynamic Partial Order Reduction. SPIN 2008: 288-305 - 2007
- [c6]Xiaofang Chen, Steven M. German, Ganesh Gopalakrishnan:
Transaction Based Modeling and Verification of Hardware Protocols. FMCAD 2007: 53-61 - [c5]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: 107-114 - [c4]Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Robert M. Kirby:
Distributed Dynamic Partial Order Reduction Based Verification of Threaded Software. SPIN 2007: 58-75 - 2006
- [c3]Xiaofang Chen, Yu Yang, Ganesh Gopalakrishnan, Ching-Tsun Chou:
Reducing Verification Complexity of a Multicore Coherence Protocol Using Assume/Guarantee. FMCAD 2006: 81-88 - [c2]Xiaofang Chen, Cishen Zhang, Jingxin Zhang:
Decomposition and Noncausal Realization of Unstable LPTV System. ICARCV 2006: 1-6 - [c1]Xiaofang Chen, Cishen Zhang, Jingxin Zhang:
A State Space Approach to the Inverse of LPTV Filters. ICASSP (3) 2006: 632-635 - 2004
- [j1]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): 491-500 (2004)
Coauthor Index
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