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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  
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  
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  
DPCG: an efficient density peaks clustering algorithm based on grid 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 5, 页码: 743-754
作者:  Xu, Xiao;  Ding, Shifei;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载：57/0  |  提交时间：2019/12/10
Cluster analysis  DPC algorithm  CLIQUE algorithm  DPCG algorithm  Operational efficiency  
Self-adaptive kernel K-means algorithm based on the shuffled frog leaping algorithm 期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 3, 页码: 861-872
作者:  Fan, Shuyan;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/10
Kernel K-means  Shuffled frog leaping algorithm  Clustering validity index  Clustering analysis  
Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction 期刊论文
INFORMATION SCIENCES, 2017, 卷号: 396, 页码: 55-71
作者:  Bian, Weixin;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/12
Fingerprint orientation reconstruction  Weighted linear projection analysis  Quality assessment  Orientation diffusion  
Weighted linear loss multiple birth support vector machine based on information granulation for multi-class classification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 页码: 32-46
作者:  Ding, Shifei;  Zhang, Xiekai;  An, Yuexuan;  Xue, Yu
收藏  |  浏览/下载：43/0  |  提交时间：2019/12/12
Multi-class classification  Twin support vector machine  Multiple birth support vector machine  Granular computing  
A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process 期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 期号: 2, 页码: 194-206
作者:  Ding, Shifei;  Meng, Lingheng;  Han, Youzhen;  Xue, Yu
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/12
Feature binding  Perceptual learning  Synchronous neural oscillations  gamma-band oscillations  Cognitive neuroscience