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Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency Journal article
Cheng, Guoliang, Li, Peichun, Tan, Beihai, Yu, Rong, Wu, Yuan, Pan, Miao. Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency[J]. IEEE Transactions on Cognitive Communications and Networking, 2024.
Authors:  Cheng, Guoliang;  Li, Peichun;  Tan, Beihai;  Yu, Rong;  Wu, Yuan; et al.
Favorite | TC[Scopus]:0  IF:7.4/6.9 | Submit date：2024/11/05
Federated Learning  Distributed Computing  Resource Management  Optimization Methods  
Economic Emission Dispatch with Stochastic Renewable Power and Voltage Source Converters via Reinforcement Learning Multi-Objective Differential Evolution Journal article
Lv, Derong, Xiong, Guojiang, Fu, Xiaofan, Wong, Man Chung, Dessaint, Louis A., Al-Haddad, Kamal. Economic Emission Dispatch with Stochastic Renewable Power and Voltage Source Converters via Reinforcement Learning Multi-Objective Differential Evolution[J]. IEEE Transactions on Power Systems, 2024, 39(6), 6889 - 6900.
Authors:  Lv, Derong;  Xiong, Guojiang;  Fu, Xiaofan;  Wong, Man Chung;  Dessaint, Louis A.; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.5/7.4 | Submit date：2024/05/16
Costs  Differential Evolution  Economic Emission Dispatch  Generators  Optimization Methods  Power Generation  Renewable Energy Sources  Stochastic Processes  Uncertainty  Uncertainty  Voltage Source Converter  
Multi-Time Scale Optimization of Urban Micro-Grids Considering High-Penetration of PVs and Heterogeneous Energy Storage Systems Journal article
Sun, Yingcong, Hui, Hongxun, Qi, Taoyi, Chen, Laijun. Multi-Time Scale Optimization of Urban Micro-Grids Considering High-Penetration of PVs and Heterogeneous Energy Storage Systems[J]. IEEE Internet of Things Journal, 2024, 11(14), 24428-24438.
Authors:  Sun, Yingcong;  Hui, Hongxun;  Qi, Taoyi;  Chen, Laijun
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:8.2/9.0 | Submit date：2024/05/16
Costs  Energy Storage  Heterogeneous Energy Storage Systems  Hvac  Hvac  Multi-time Scale  Optimization Methods  Photovoltaic  Real-time Systems  Regulation  Resistance Heating  Urban Micro-grids  
Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering Journal article
Zhao, Shuping, Fei, Lunke, Wen, Jie, Wu, Jigang, Zhang, Bob. Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 1098 - 1110.
Authors:  Zhao, Shuping;  Fei, Lunke;  Wen, Jie;  Wu, Jigang;  Zhang, Bob
Favorite | TC[WOS]:15 TC[Scopus]:9  IF:8.4/8.0 | Submit date：2022/05/13
Clustering Methods  Complete Structure Reconstruction  Consensus Representation Learning  Correlation  Incomplete Multiview Clustering  Indexes  Intrinsic Structure Learning  Optimization  Representation Learning  Sparse Matrices  Task Analysis  
Improved Normalized Cut for Multi-view Clustering Journal article
Zhong, Guo, Pun, Chi Man. Improved Normalized Cut for Multi-view Clustering[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44(12), 10244-10251.
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite | TC[WOS]:24 TC[Scopus]:27  IF:20.8/22.2 | Submit date：2022/05/13
Clustering  Clustering Algorithms  Clustering Methods  Fuses  Laplace Equations  Linear Programming  Matrix Decomposition  Multi-view Data  Normalized Cut  Optimization  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang. Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10827-10842.
Authors:  Yao Lu;  Zheng Zhang;  Guangming Lu;  Yicong Zhou;  Jinxing Li; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training  
A two-product newsvendor system with a flexible product Journal article
Qi Fu, Qifei Wang, Xiaoya Xu, Zhaotong Lian. A two-product newsvendor system with a flexible product[J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2017, 193, 590-601.
Authors:  Qi Fu;  Qifei Wang;  Xiaoya Xu;  Zhaotong Lian
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:9.8/10.3 | Submit date：2019/10/11
Flexible Products  Newsvendor System  Operations Management  Optimization  Quantitative Methods