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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  
A neural circuit for comorbid depressive symptoms in chronic pain 期刊论文
NATURE NEUROSCIENCE, 2019, 卷号: 22, 期号: 10, 页码: 1649-+
Authors:  Zhou, Wenjie;  Jin, Yan;  Meng, Qian;  Zhu, Xia;  Bai, Tongjian;  Tian, Yanghua;  Mao, Yu;  Wang, Likui;  Xie, Wen;  Zhong, Hui;  Zhang, Na;  Luo, Min-Hua;  Tao, Wenjuan;  Wang, Haitao;  Li, Jie;  Li, Juan;  Qiu, Ben-Sheng;  Zhou, Jiang-Ning;  Li, Xiangyao;  Xu, Han;  Wang, Kai;  Zhang, Xiaochu;  Liu, Yong;  Richter-Levin, Gal;  Xu, Lin;  Zhang, Zhi
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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  
深度相对度量学习的视觉跟踪 期刊论文
中国科学, 2018, 卷号: 48, 期号: 1, 页码: 60-78
Authors:  Guo, Wen;  You, Sisi;  Gao, Junyu;  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
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Visual Tracking  Convolutional Neural Network (Cnn)  Relative Attribute  Metric Learning  
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
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Markov Logic Networks  Structure Learning  Probabilistic Inference  Large Scale Machine Learning  
Cross-media analysis and reasoning: advances and directions 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2017, 卷号: 18, 期号: 1, 页码: 44-57
Authors:  Peng, Yu-xin;  Zhu, Wen-wu;  Zhao, Yao;  Xu, Chang-sheng;  Huang, Qing-ming;  Lu, Han-qing;  Zheng, Qing-hua;  Huang, Tie-jun;  Gao, Wen
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Cross-media Analysis  Cross-media Reasoning  Cross-media Applications  
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  
Boosting算法理论与应用研究 期刊论文
中国科技大学学报, 2016, 卷号: 46, 期号: 3, 页码: 222-230
Authors:  张文生;  于廷照
View  |  Adobe PDF(435Kb)  |  Favorite  |  View/Download:239/101  |  Submit date:2016/06/30
Boosting  弱可学习理论  Margin理论  集成学习  Adaboost