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Multiagent Reinforcement Learning With Heterogeneous Graph Attention Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:  Du, Wei;  Ding, Shifei;  Zhang, Chenglong;  Shi, Zhongzhi
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Reinforcement learning  Multi-agent systems  Aggregates  Task analysis  Scalability  Marine vehicles  Learning systems  Graph attention network  heterogeneous agents  multiagent reinforcement learning (MARL)  relationship-level attention  
An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:  Jia, Hongjie;  Wang, Liangjun;  Song, Heping;  Mao, Qirong;  Ding, Shifei
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Spectral clustering  Nystrom approximation  Incomplete Cholesky decomposition  Large data set  
Robust spike-and-slab deep Boltzmann machines for face denoising 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 7, 页码: 2815-2827
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Zhao, Xingyu
收藏  |  浏览/下载：60/0  |  提交时间：2020/12/10
Restricted Boltzmann machine  Deep Boltzmann machine  Unsupervised learning  Denoising  
Multi-view RBM with posterior consistency and domain adaptation 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 516, 页码: 142-157
作者:  Zhang, Nan;  Ding, Shifei;  Sun, Tongfeng;  Liao, Hongmei;  Wang, Lijuan;  Shi, Zhongzhi
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Restricted Boltzmann machines  Representational learning  Multi-view learning  Posterior consistency  Domain adaptation  
BEMD image fusion based on PCNN and compressed sensing 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 20, 页码: 10045-10054
作者:  Ding, Shifei;  Du, Peng;  Zhao, Xingyu;  Zhu, Qiangbo;  Xue, Yu
收藏  |  浏览/下载：270/0  |  提交时间：2019/12/10
PCNN  Compressed sensing  BEMD  Image entropy  Image fusion  
A novel density peaks clustering with sensitivity of local density and density-adaptive metric 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 59, 期号: 2, 页码: 285-309
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu;  Shi, Zhongzhi
收藏  |  浏览/下载：77/0  |  提交时间：2019/08/16
Clustering analysis  Density peaks clustering  Sensitivity of local density  Density-adaptive distance  
A multiway p-spectral clustering algorithm 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 164, 页码: 371-377
作者:  Ding, Shifei;  Cong, Lin;  Hu, Qiankun;  Jia, Hongjie;  Shi, Zhongzhi
收藏  |  浏览/下载：71/0  |  提交时间：2019/04/03
Graph cut criterion  Multi-class partition problem  Local scaling parameter  NJW algorithm  
An improved density peaks clustering algorithm with fast finding cluster centers 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 158, 页码: 65-74
作者:  Xu, Xiao;  Ding, Shifei;  Shi, Zhongzhi
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/10
Density peaks clustering algorithm  Prescreening strategy  Large-scale data set  Decision graph  Computational complexity  
Research of stacked denoising sparse autoencoder 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 7, 页码: 2083-2100
作者:  Meng, Lingheng;  Ding, Shifei;  Zhang, Nan;  Zhang, Jian
收藏  |  浏览/下载：64/0  |  提交时间：2019/12/10
Autoencoder  Stacked autoencoders  Feature extraction  Unsupervised learning  Sparse coding  Deep learning  
Density peaks clustering using geodesic distances 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 8, 页码: 1335-1349
作者:  Du, Mingjing;  Ding, Shifei;  Xu, Xiao;  Xue, Yu
收藏  |  浏览/下载：55/0  |  提交时间：2019/12/10
Data clustering  Density peaks clustering  Geodesic distances