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Blockchain-Based File Replication for Data Availability of IPFS Consumers 期刊论文
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 卷号: 70, 期号: 1, 页码: 1191-1204
作者:  Yang, Feng;  Ding, Zongya;  Jia, Linpeng;  Sun, Yi;  Zhu, Qingfeng
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Blockchains  InterPlanetary File System  Smart contracts  Finance  Codes  Clustering algorithms  Consumer electronics  Interplanetary file system (IPFS)  blockchain  file replication  data availability  distributed storage  
Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
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：45/0  |  提交时间：2021/12/01
Spectral clustering  Nystrom approximation  Incomplete Cholesky decomposition  Large data set  
Accelerated LiDAR data processing algorithm for self-driving cars on the heterogeneous computing platform 期刊论文
IET COMPUTERS AND DIGITAL TECHNIQUES, 2020, 卷号: 14, 期号: 5, 页码: 201-209
作者:  Li, Wei;  Liang, Jun;  Zhang, Yunquan;  Jia, Haipeng;  Xiao, Lin;  Li, Qing
收藏  |  浏览/下载：126/0  |  提交时间：2020/12/10
feature extraction  optical radar  optimisation  optical information processing  traffic engineering computing  mobile robots  automobiles  accelerated LiDAR data processing algorithm  self-driving cars  heterogeneous computing platform  optimisation  NVIDIA Tegra X2 computing platform  feature extraction  obstacle clustering  
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：79/0  |  提交时间：2019/12/10
Density peaks clustering algorithm  Prescreening strategy  Large-scale data set  Decision graph  Computational complexity  
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 novel density peaks clustering algorithm for mixed data 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 97, 页码: 46-53
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载：48/0  |  提交时间：2019/12/12
Data clustering  Density peaks  Entropy  Mixed data  
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：49/0  |  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 semi-supervised privacy-preserving clustering algorithm for healthcare 期刊论文
PEER-TO-PEER NETWORKING AND APPLICATIONS, 2016, 卷号: 9, 期号: 5, 页码: 864-875
作者:  Huang, Meiyu;  Chen, Yiqiang;  Chen, Bo-Wei;  Liu, Junfa;  Rho, Seungmin;  Ji, Wen
收藏  |  浏览/下载：45/0  |  提交时间：2019/12/13
Privacy-preserving cloud clustering  Data perturbation  Semi-supervised  Large margin nearest cluster metric  Brain fiber  
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：49/0  |  提交时间：2019/12/13
Data clustering  Density peaks  k Nearest neighbors (KNN)  Principal component analysis (PCA)