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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  
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  
Extreme learning machine with kernel model based on deep learning 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2017, 卷号: 28, 期号: 8, 页码: 1975-1984
作者:  Ding, Shifei;  Guo, Lili;  Hou, Yanlu
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/12
Extreme learning machine (ELM)  Deep-learning (DL)  Convolutional neural network (CNN)  CKELM  
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  
An improved multiple birth support vector machine for pattern classification 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 页码: 119-128
作者:  Zhang, Xiekai;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
Support vector machine  Twin support vector machine  Multiple birth support vector machine  Multi-class classification  Smoothing technique  
Weight Uncertainty in Boltzmann Machine 期刊论文
Cognitive Computation, 2016, 卷号: 8, 期号: 6, 页码: 1064-1073
作者:  Zhang, Jian;  Ding, Shifei;  Zhang, Nan;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
RBM  DBM  DBN  Weight uncertainty  
A wavelet extreme learning machine 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2016, 卷号: 27, 期号: 4, 页码: 1033-1040
作者:  Ding, Shifei;  Zhang, Jian;  Xu, Xinzheng;  Zhang, Yanan
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/13
Wavelet kernel function  Extreme learning machine  Wavelet-mix kernel function  Weighted method  
Study on density peaks clustering based on k-nearest neighbors and principal component analysis 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 99, 页码: 135-145
作者:  Du, Mingjing;  Ding, Shifei;  Jia, Hongjie
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/13
Data clustering  Density peaks  k Nearest neighbors (KNN)  Principal component analysis (PCA)  
Incremental extreme learning machine based on deep feature embedded 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2016, 卷号: 7, 期号: 1, 页码: 111-120
作者:  Zhang, Jian;  Ding, Shifei;  Zhang, Nan;  Shi, Zhongzhi
收藏  |  浏览/下载:39/0  |  提交时间:2019/12/13
RBM  SRBM  Manifold Regularization  ELM  Incremental feature mapping  
Denoising Laplacian multi-layer extreme learning machine 期刊论文
NEUROCOMPUTING, 2016, 卷号: 171, 页码: 1066-1074
作者:  Zhang, Nan;  Ding, Shifei;  Shi, Zhongzhi
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/13
Extreme learning machine  Semi-supervised learning  Deep learning  Denoising  Manifold regularization