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Benchmarking spatial clustering methods with spatially resolved transcriptomics data 期刊论文
NATURE METHODS, 2024, 页码: 25
作者:  Yuan, Zhiyuan;  Zhao, Fangyuan;  Lin, Senlin;  Zhao, Yu;  Yao, Jianhua;  Cui, Yan;  Zhang, Xiao-Yong;  Zhao, Yi
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
Hierarchical compositional representations for few-shot action recognition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 卷号: 240, 页码: 11
作者:  Li, Changzhen;  Zhang, Jie;  Wu, Shuzhe;  Jin, Xin;  Shan, Shiguang
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/20
Action recognition  Few-shot learning  Hierarchical compositional representations  Body parts  EMD distance  
Heterogeneous Graph Neural Network With Multi-View Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 11, 页码: 11476-11488
作者:  Shao, Zezhi;  Xu, Yongjun;  Wei, Wei;  Wang, Fei;  Zhang, Zhao;  Zhu, Feida
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Heterogeneous graphs  graph neural networks  graph embedding  
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：13/0  |  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：11/0  |  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：12/0  |  提交时间：2023/12/04
Internet of Vehicles  hierarchical decentralized federated learning  in-network compact representation  vehicle clustering  
Geographical spatial analysis and risk prediction based on machine learning for maritime traffic accidents: A case study of Fujian sea area 期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 20
作者:  Yang, Yang;  Shao, Zheping;  Hu, Yu;  Mei, Qiang;  Pan, Jiacai;  Song, Rongxin;  Wang, Peng
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
Geographical spatial analysis  Maritime accident  Fujian sea area  Machine learning  Accident prediction  
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：36/0  |  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：17/0  |  提交时间：2023/07/12
clustering from multiple incomplete views  computer vision  constrastive learning  generative adversarial network  
Learning on 3D Meshes With Laplacian Encoding and Pooling 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 2, 页码: 1317-1327
作者:  Qiao, Yi-Ling;  Gao, Lin;  Yang, Jie;  Rosin, Paul L.;  Lai, Yu-Kun;  Chen, Xilin
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Three-dimensional displays  Laplace equations  Shape  Correlation  Machine learning  Topology  Computational modeling  Mesh processing  segmentation  laplacian  deep learning