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PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
Authors:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
Favorite  |  View/Download:9/0  |  Submit date:2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification  
Privacy protection based on many-objective optimization algorithm 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 卷号: 31, 期号: 20, 页码: 14
Authors:  Zhang, Jiangjiang;  Xue, Fei;  Cai, Xingjuan;  Cui, Zhihua;  Chang, Yu;  Zhang, Wensheng;  Li, Wuzhao
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achievement scalarizing function  angle information index  balanceable fitness estimation method  many-objective optimization algorithm  privacy protection  
Improved NSGA-III with selection-and-elimination operator 期刊论文
SWARM AND EVOLUTIONARY COMPUTATION, 2019, 卷号: 49, 页码: 23-33
Authors:  Cui, Zhihua;  Chang, Yu;  Zhang, Jiangjiang;  Cai, Xingjuan;  Zhang, Wensheng
Favorite  |  View/Download:30/0  |  Submit date:2019/12/16
Many-objective optimization  NSGA-III  Reference-point strategy  Selection operator  Elimination operator  
Improved NSGA-III with selection-and-elimination operator 期刊论文
SWARM AND EVOLUTIONARY COMPUTATION, 2019, 卷号: 49, 页码: 23-33
Authors:  Cui, Zhihua;  Chang, Yu;  Zhang, Jiangjiang;  Cai, Xingjuan;  Zhang, Wensheng
Favorite  |  View/Download:25/0  |  Submit date:2019/12/16
Many-objective optimization  NSGA-III  Reference-point strategy  Selection operator  Elimination operator  
Efficient Feature Selection Algorithm Based on Particle Swarm Optimization With Learning Memory 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 166066-166078
Authors:  Wei, Bo;  Zhang, Wensheng;  Xia, Xuewen;  Zhang, Yinglong;  Yu, Fei;  Zhu, Zhiliang
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Combinatorial optimization  feature selection  global optimization  learning memory  particle swarm optimization  
LEAST ABSOLUTE DEVIATIONS LEARNING OF MULTIPLE TASKS 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 卷号: 14, 期号: 2, 页码: 719-729
Authors:  Xue, Wei;  Zhang, Wensheng;  Yu, Gaohang
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Multitask learning  feature selection  least absolute deviations  alternating direction method  l(1) regularization  
Scalable learning and inference in Markov logic networks 期刊论文
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2017, 卷号: 2017, 期号: 82, 页码: 39-55
Authors:  Sun, Zhengya;  Zhao, Yangyang;  Wei, Zhuoyu;  Zhang, Wensheng;  Wang, Jue
Favorite  |  View/Download:116/0  |  Submit date:2017/05/05
Markov Logic Networks  Structure Learning  Probabilistic Inference  Large Scale Machine Learning  
Unified Selective Harmonic Elimination for Multilevel Converters 期刊论文
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2017, 卷号: 32, 期号: 2, 页码: 1579-1590
Authors:  Yang, Kehu;  Zhang, Qi;  Zhang, Jianjun;  Yuan, Ruyi;  Guan, Qiang;  Yu, Wensheng;  Wang, Jin
Favorite  |  View/Download:76/0  |  Submit date:2017/02/14
Groebner Bases  Multilevel Converter  Selective Harmonic Elimination (She)  Switching Pattern  Symmetric Polynomials  
Semisupervised Multilabel Learning With Joint Dimensionality Reduction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2016, 卷号: 23, 期号: 6, 页码: 795-799
Authors:  Yu, Tingzhao;  Zhang, Wensheng;  Tingzhao Yu
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Alternating Method  Dimensionality Reduction  Dual Problem  Multilabel Classification  Semisupervised Learning  
Colour image demosaicking via joint intra and inter channel information 期刊论文
ELECTRONICS LETTERS, 2016, 卷号: 52, 期号: 8, 页码: 605-606
Authors:  Yu, Tingzhao;  Hu, Wenrui;  Xue, Wei;  Zhang, Wensheng;  Tingzhao Yu
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Demosaicking