English | 繁體

Search in the results

UM

Browse/Search Results:  1-10 of 15 Help

Selected(0)Clear Items/Page:    Sort:
Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI Journal article
Qu, Youzhi, Fu, Kai, Wang, Linjing, Zhang, Yu, Wu, Haiyan, Liu, Quanying. Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI[J]. Mathematics, 2024, 12(11), 1733.
Authors:  Qu, Youzhi;  Fu, Kai;  Wang, Linjing;  Zhang, Yu;  Wu, Haiyan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2024/07/04
Feature Selection  Fmri  Hypergraph  Multitask Learning  
A Survey on Hypergraph Representation Learning Journal article
Antelmi, Alessia, Cordasco, Gennaro, Polato, Mirko, Scarano, Vittorio, Spagnuolo, Carmine, Yang, Dingqi. A Survey on Hypergraph Representation Learning[J]. ACM Computing Surveys, 2024, 56(1), 24.
Authors:  Antelmi, Alessia;  Cordasco, Gennaro;  Polato, Mirko;  Scarano, Vittorio;  Spagnuolo, Carmine; et al.
Favorite | TC[WOS]:35 TC[Scopus]:43  IF:23.8/21.1 | Submit date：2023/08/12
Hypergraph Representation Learning  Hypergraph Embedding  Hypergraph Neural Networks  Hypergraph Convolution  Hypergraph Attention  
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks Journal article
Yang, Dingqi, Qu, Bingqing, Yang, Jie, Cudre-Mauroux, Philippe. LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 4(4), 843-1855.
Authors:  Yang, Dingqi;  Qu, Bingqing;  Yang, Jie;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:52 TC[Scopus]:52  IF:8.9/8.8 | Submit date：2022/07/18
User Mobility  Social Relationship  Location-based Social Network  Heterogeneous Hypergraph  Graph Embedding  
Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract) Conference paper
Guo Zhong, Chi-Man Pun. Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract)[C]:IEEE Computer Society, 2023, 3781 - 3782.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[Scopus]:0 | Submit date：2023/08/21
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
Guo Zhong, Chi-Man Pun. Data Representation by Joint Hypergraph Embedding and Sparse Coding[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 34(5), 2106-2119.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:8.9/8.8 | Submit date：2022/05/13
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Yiyang Yang, Sucheng Deng, Juan Lu, Yuhong Li, Zhiguo Gong, Leong Hou U, Zhifeng Hao. GraphLSHC: Towards large scale spectral hypergraph clustering[J]. Information Sciences, 2021, 544, 117-134.
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong; et al.
Favorite | TC[WOS]:22 TC[Scopus]:24  IF:0/0 | Submit date：2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Revisiting Nyström extension for hypergraph clustering Journal article
Zhong,Guo, Pun,Chi Man. Revisiting Nyström extension for hypergraph clustering[J]. Neurocomputing, 2020, 403, 247-256.
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:5.5/5.5 | Submit date：2021/03/11
Hypergraph Clustering  Incidence Matrix  Large-scale Clustering  Nyström Extension  Sampling  
HpLapGCN: Hypergraph p-Laplacian graph convolutional networks Journal article
Fu, Sichao, Liu, Weifeng, Zhou, Yicong, Nie, Liqiang. HpLapGCN: Hypergraph p-Laplacian graph convolutional networks[J]. Neurocomputing, 2019, 362, 166-174.
Authors:  Fu, Sichao;  Liu, Weifeng;  Zhou, Yicong;  Nie, Liqiang
Favorite | TC[WOS]:37 TC[Scopus]:43  IF:5.5/5.5 | Submit date：2022/05/17
Graph Convolutional Networks  Hypergraph  P-laplacian  
Robust geometric model fitting based on iterative Hypergraph Construction and Partition Journal article
Xiao G., Wang H., Yan Y., Zhang L.. Robust geometric model fitting based on iterative Hypergraph Construction and Partition[J]. Neurocomputing, 2019, 336, 56-66.
Authors:  Xiao G.;  Wang H.;  Yan Y.;  Zhang L.
Favorite | TC[WOS]:3 TC[Scopus]:3 | Submit date：2019/04/04
Geometric Model Fitting  Hypergraph Construction  Hypergraph Partition  Multiple-structure Data  
Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition Journal article
Xueqi Ma, Weifeng Liu, Shuying Li, Dapeng Tao, Yicong Zhou. Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(3), 1585 - 1595.
Authors:  Xueqi Ma;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite | TC[WOS]:67 TC[Scopus]:52  IF:7.5/7.6 | Submit date：2019/03/26
Hypergraph  Manifold Learning  P-laplacian  Remote Sensing  Semi-supervised Learning