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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  
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  
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  
Hypergraph-Regularized Sparse NMF for Hyperspectral Unmixing Journal article
Wenhong Wang, Yuntao Qian, Yuan Yan Tang. Hypergraph-Regularized Sparse NMF for Hyperspectral Unmixing[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(2), 681-694.
Authors:  Wenhong Wang;  Yuntao Qian;  Yuan Yan Tang
Favorite | TC[WOS]:83 TC[Scopus]:95  IF:4.7/5.0 | Submit date：2019/02/11
Hypergraph Learning  Hyperspectral Unmixing (Hu)  Nonnegative Matrix Factorization (Nmf)  Sparse Coding  
Multi-label learning with fuzzy hypergraph regularization for protein subcellular location prediction Journal article
Chen,Jing, Tang,Yuan Yan, Chen,C. L.Philip, Fang,Bin, Lin,Yuewei, Shang,Zhaowei. Multi-label learning with fuzzy hypergraph regularization for protein subcellular location prediction[J]. IEEE Transactions on Nanobioscience, 2014, 13(4), 438-447.
Authors:  Chen,Jing;  Tang,Yuan Yan;  Chen,C. L.Philip;  Fang,Bin;  Lin,Yuewei; et al.
Favorite | TC[WOS]:12 TC[Scopus]:13  IF:3.7/3.0 | Submit date：2021/03/09
Dictionary Learning  Hypergraph Regularization  Multi-label Learning  Protein Subcellular Localization  
Multi-Label Learning With Fuzzy Hypergraph Regularization for Protein Subcellular Location Prediction Journal article
Jing Chen, Yuan Yan Tang, C. L. Philip Chen, Bin Fang, Yuewei Lin, Zhaowei Shang. Multi-Label Learning With Fuzzy Hypergraph Regularization for Protein Subcellular Location Prediction[J]. IEEE Transactions on Nanobioscience, 2014, 13(4), 438-447.
Authors:  Jing Chen;  Yuan Yan Tang;  C. L. Philip Chen;  Bin Fang;  Yuewei Lin; et al.
Favorite | TC[WOS]:12 TC[Scopus]:13  IF:3.7/3.0 | Submit date：2019/02/11
Dictionary Learning  Hypergraph Regularization  Multi-label Learning  Protein Subcellular Localization