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GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong;  Leong Hou U;  Zhifeng Hao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Consensus guided incomplete multi-view spectral clustering Journal article
Neural Networks, 2021,Volume: 133,Page: 207-219
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Co-regularization  Incomplete Multi-view Clustering  Manifold Learning  Spectral Clustering  
Revisiting Nyström extension for hypergraph clustering Journal article
Neurocomputing, 2020,Volume: 403,Page: 247-256
Authors:  Zhong,Guo;  Pun,Chi Man
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Hypergraph clustering  Incidence matrix  Large-scale clustering  Nyström extension  Sampling  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2020
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Cd1 Learning  Clustering Algorithms  Encoding  Feature Extraction  Image Clustering  Image Reconstruction  Machine Learning  Multi-clustering Integration Rbm  Task Analysis  Training  Unsupervised Feature Learning  
A unified framework for multi-view spectral clustering Conference paper
Proceedings - International Conference on Data Engineering
Authors:  Zhong,Guo;  Pun,Chi Man
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Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Serially coupled reversed phase-hydrophilic interaction liquid chromatography-tailored multiple reaction monitoring, a fit-for-purpose tool for large-scale targeted metabolomics of medicinal bile Journal article
ANALYTICA CHIMICA ACTA, 2018,Volume: 1037,Page: 119-129
Authors:  Song, Qingqing;  Liu, Wenjing;  Chen, Xiaojia;  Li, Jun;  Li, Peng;  Yang, Fengqing;  Wang, Yitao;  Song, Yuelin;  Tu, Pengfei
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Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation Journal article
NEUROCOMPUTING, 2018,Volume: 318,Page: 43-54
Authors:  Duan, Junwei;  Chen, Long;  Chen, C. L. Philip
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2018/10/30
Multifocus image fusion  Superpixel  Linear Spectral Clustering  Depth Information  Multi-image guided filtering  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Li A.;  Qin A.;  Hu S.;  Shang Z.;  Tang Y.Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
3-D edge-preserving filters (3-D EPFs)  Hyperspectral images (HSIs)  Intensity differences  Sparse subspace clustering (SSC)  
Spatial and spectral regularization to discriminate tissues using multispectral photoacoustic imaging Journal article
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2018
Authors:  Dolet, Aneline;  Varray, Francois;  Mure, Simon;  Grenier, Thomas;  Liu, Yubin;  Yuan, Zhen;  Tortoli, Piero;  Vray, Didier
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/10/30
Photoacoustic Imaging  Multispectral Imaging  Spatial And Spectral Filtering