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Automatic construction of classification dimensions by clustering texts based on common words 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 238, 页码: 14
作者:  Ma, Bing;  Zhuge, Hai
收藏  |  浏览/下载:26/0  |  提交时间:2024/05/20
Natural Language Processing  Hierarchical Classification  Dimension  Text Summarization  Text Clustering  
Mining Both Commonality and Specificity From Multiple Documents for Multi-Document Summarization 期刊论文
IEEE ACCESS, 2024, 卷号: 12, 页码: 54371-54381
作者:  Ma, Bing
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Vectors  Task analysis  Feature extraction  Natural languages  Clustering algorithms  Symmetric matrices  Standards  Class tree  commonality and specificity  hierarchical clustering of documents  multi-document summarization  pre-trained embedding representation  
HycDemux: a hybrid unsupervised approach for accurate barcoded sample demultiplexing in nanopore sequencing 期刊论文
GENOME BIOLOGY, 2023, 卷号: 24, 期号: 1, 页码: 29
作者:  Han, Renmin;  Qi, Junhai;  Xue, Yang;  Sun, Xiujuan;  Zhang, Fa;  Gao, Xin;  Li, Guojun
收藏  |  浏览/下载:8/0  |  提交时间:2023/12/04
Nanopore sequencing  Demultiplexing  Clustering  
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:7/0  |  提交时间:2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
Hierarchical Decentralized Federated Learning Framework with Adaptive Clustering: Bloom-Filter-Based Companions Choice for Learning Non-IID Data in IoV 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 18, 页码: 18
作者:  Liu, Siyuan;  Liu, Zhiqiang;  Xu, Zhiwei;  Liu, Wenjing;  Tian, Jie
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Internet of Vehicles  hierarchical decentralized federated learning  in-network compact representation  vehicle clustering  
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:  Li, Kun;  Yuan, Liang;  Zhang, Yunquan;  Chen, Gongwei
收藏  |  浏览/下载:30/0  |  提交时间:2022/12/07
Clustering algorithms  Training  Mathematical models  Computational modeling  Libraries  Kernel  Support vector machines  Distributed machine learning  scalable algorithm  large-scale clustering  parallel regression  
Self-supervised image clustering from multiple incomplete views via constrastive complementary generation 期刊论文
IET COMPUTER VISION, 2022, 页码: 14
作者:  Wang, Jiatai;  Xu, Zhiwei;  Yang, Xuewen;  Guo, Dongjin;  Liu, Limin
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
clustering from multiple incomplete views  computer vision  constrastive learning  generative adversarial network  
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:36/0  |  提交时间:2021/12/01
Spectral clustering  Nystrom approximation  Incomplete Cholesky decomposition  Large data set  
Cross-domain activity recognition via substructural optimal transport 期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 65-75
作者:  Lu, Wang;  Chen, Yiqiang;  Wang, Jindong;  Qin, Xin
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Ubiquitous computing  Transfer learning  Domain adaptation  Optimal transport  Clustering  
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:  Tan, Guangming;  Shui, Chaoyang;  Wang, Yinshan;  Yu, Xianzhi;  Yan, Yujin
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Pipeline processing  Graphics processing units  Computer architecture  Supercomputers  Clustering algorithms  Programming  Optimization  LINPACK algorithm  software pipeline  performance model  heterogeneous computing  cluster