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A two-stage hybrid probabilistic topic model for refining image annotation 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 卷号: 11, 期号: 2, 页码: 417-431
作者:  Tian, Dongping;  Shi, Zhongzhi
收藏  |  浏览/下载：49/0  |  提交时间：2020/12/10
Refining image annotation  Semantic gap  Expectation-maximization  PLSA  Max-bisection  Image retrieval  
Chaotic particle swarm optimization with sigmoid-based acceleration coefficients for numerical function optimization 期刊论文
SWARM AND EVOLUTIONARY COMPUTATION, 2019, 卷号: 51, 页码: 16
作者:  Tian, Dongping;  Zhao, Xiaofei;  Shi, Zhongzhi
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Particle swarm optimization  Acceleration coefficients  Logistic map  Swarm diversity  Inertial weight  Premature convergence  
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：278/0  |  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：85/0  |  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：79/0  |  提交时间：2019/04/03
Graph cut criterion  Multi-class partition problem  Local scaling parameter  NJW algorithm  
DMPSO: Diversity-Guided Multi-Mutation Particle Swarm Optimizer 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 124008-124025
作者:  Tian, Dongping;  Zhao, Xiaofei;  Shi, Zhongzhi
收藏  |  浏览/下载：66/0  |  提交时间：2019/12/10
Particle swarm optimization  opposition-based learning  swarm diversity  inertial weight  premature convergence  local optima  mutation strategy  
An overview on probability undirected graphs and their applications in image processing 期刊论文
NEUROCOMPUTING, 2018, 卷号: 321, 页码: 156-168
作者:  Zhang, Jian;  Ding, Shifei;  Zhang, Nan
收藏  |  浏览/下载：83/0  |  提交时间：2019/12/10
Restricted Boltzmann machine  Conditional random field  Classification  Deep neural nets  
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：72/0  |  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：76/0  |  提交时间：2019/12/10
Data clustering  Density peaks clustering  Geodesic distances  
A robust density peaks clustering algorithm using fuzzy neighborhood 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 7, 页码: 1131-1140
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/10
Clustering analysis  Density peaks clustering  Fuzzy joint points  Fuzzy neighborhood relation