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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
作者:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
浏览  |  Adobe PDF(1959Kb)  |  收藏  |  浏览/下载：305/42  |  提交时间：2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification  
Effective Image Retrieval via Multilinear Multi-Index Fusion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2878-2890
作者:  Zhang, Zhizhong;  Xie, Yuan;  Zhang, Wensheng;  Tian, Qi
浏览  |  Adobe PDF(1024Kb)  |  收藏  |  浏览/下载：411/101  |  提交时间：2020/03/30
Visualization  Image representation  Optimization  Buildings  Indexing  Image retrieval  multi-index fusion  tensor multi-rank  person re-identification  
Analyses of inverted generational distance for many-objective optimisation algorithms 期刊论文
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2019, 卷号: 14, 期号: 1, 页码: 62-68
作者:  Cai, Xingjuan;  Zhang, Maoqing;  Wang, Hui;  Xu, Meng;  Chen, Jinjun;  Zhang, Wensheng
收藏  |  浏览/下载：214/0  |  提交时间：2019/12/16
inverted generational distance  IGD  generational distance  many-objective optimisation algorithm  mathematical analyses  
Improving short-text representation in convolutional networks by dependency parsing 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 61, 期号: 1, 页码: 463-484
作者:  Zhang, Siheng;  Zhang, Wensheng;  Niu, Jinghao
浏览  |  Adobe PDF(1426Kb)  |  收藏  |  浏览/下载：290/76  |  提交时间：2019/12/16
Convolutional neural network  Dependency parsing  Question answering system  Question classification  Semantic equivalence  
Multi-task Character-Level Attentional Networks for Medical Concept Normalization 期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 49, 期号: 3, 页码: 1239-1256
作者:  Niu, Jinghao;  Yang, Yehui;  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
浏览  |  Adobe PDF(756Kb)  |  收藏  |  浏览/下载：418/85  |  提交时间：2019/12/16
Convolutional neural network  Multi-task learning  Medical concept normalization  
Re-KISSME: A robust resampling scheme for distance metric learning in the presence of label noise 期刊论文
NEUROCOMPUTING, 2019, 卷号: 330, 期号: 22, 页码: 138-150
作者:  Zeng, Fanxia;  Zhang, Wensheng;  Zhang, Siheng;  Zheng, Nan
浏览  |  Adobe PDF(917Kb)  |  收藏  |  浏览/下载：395/59  |  提交时间：2019/07/12
Resampling scheme  KISSME  Distance metric learning  Label noise  
Bat algorithm with principal component analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 3, 页码: 603-622
作者:  Cui, Zhihua;  Li, Feixiang;  Zhang, Wensheng
收藏  |  浏览/下载：215/0  |  提交时间：2019/07/12
Bat algorithm  Principal component analysis  Golden section method  
Malicious code detection based on CNNs and multi-objective algorithm 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 卷号: 129, 页码: 50-58
作者:  Cui, Zhihua;  Du, Lei;  Wang, Penghong;  Cai, Xingjuan;  Zhang, Wensheng
收藏  |  浏览/下载：315/0  |  提交时间：2019/07/11
Malicious code  Deep learning  CNN  Imbalance data  NSGA-II