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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  
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  
Research and development of neural network ensembles: a survey 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2018, 卷号: 49, 期号: 4, 页码: 455-479
作者:  Li, Hui;  Wang, Xuesong;  Ding, Shifei
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/10
Artificial neural networks (ANNs)  Granular computing (GrC)  Neural network ensemble (NNE)  
An overview on Restricted Boltzmann Machines 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1186-1199
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Xue, Yu
收藏  |  浏览/下载：56/0  |  提交时间：2019/12/10
Restricted Boltzmann Machine  Classification  Representational learning  Deep networks  
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  
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  
Unsupervised extreme learning machine with representational features 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 卷号: 8, 期号: 2, 页码: 587-595
作者:  Ding, Shifei;  Zhang, Nan;  Zhang, Jian;  Xu, Xinzheng;  Shi, Zhongzhi
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/12
Data clustering  Extreme learning machine (ELM)  Extreme learning machine as an auto encoder (ELM-AE)  Unsupervised learning  
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  
Wavelet twin support vector machines based on glowworm swarm optimization 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 页码: 157-163
作者:  Ding, Shifei;  An, Yuexuan;  Zhang, Xiekai;  Wu, Fulin;  Xue, Yu
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/12
Twin support vector machine  Wavelet twin support vector machine  Parameter optimization  Glowworm swarm optimization