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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 | View/Download:28/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Multi-level Downsampling of Graph Signals via Improved Maximum Spanning Trees Journal article
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019,Volume: 33,Issue: 3,Page: 1958005
Authors:  Zheng, Xianwei;  Tang, Yuan Yan;  Zhou, Jiantao;  Pan, Jianjia;  Yang, Shouzhi;  Li, Youfa;  Wang, Patrick S. P.
Favorite | View/Download:99/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/04/16
Graph Signals  Maximum Spanning Tree  Graph Density  Unbalance Possibility  Imbalance Reduction  
Block sparse representation for pattern classification: Theory, extensions and applications Journal article
Pattern Recognition, 2019,Volume: 88,Page: 198-209
Authors:  Wang Y.;  Tang Y.Y.;  Li L.;  Zheng X.
Favorite | View/Download:18/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2019,Volume: 16,Issue: 2,Page: 241-245
Authors:  Qin A.;  Shang Z.;  Tian J.;  Wang Y.;  Zhang T.;  Tang Y.Y.
Favorite | View/Download:47/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
Siamese Dense Neural Network for Software Defect Prediction with Small Data Journal article
IEEE Access, 2019,Volume: 7,Page: 7663-7677
Authors:  Zhao L.;  Shang Z.;  Zhao L.;  Qin A.;  Tang Y.Y.
Favorite | View/Download:24/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/02/11
deep learning  few-shot learning  metric learning  Siamese dense neural networks  software defect prediction  
Mellin polar coordinate moment and its affine invariance Journal article
PATTERN RECOGNITION, 2019,Volume: 85,Page: 37-49
Authors:  Yang, Jianwei;  Zhang, Liang;  Tang, Yuan Yan
Favorite | View/Download:8/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2019/01/17
Mellin polar coordinate moment  Mellin transform  Repeated integral  Affine moment invariants  Affine transform  
Atomic Representation-Based Classification: Theory, Algorithm, and Applications Journal article
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019,Volume: 41,Issue: 1,Page: 6-19
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing;  Chen, Hong;  Pan, Jianjia
Favorite | View/Download:27/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/01/17
Atomic representation  representation-based classification  atomic classification condition  
A dynamic discount pricing strategy for viral marketing Journal article
PLOS ONE, 2018,Volume: 13,Issue: 12
Authors:  Zhong, Xiang;  Zhao, Juan;  Yang, Lu-Xing;  Yang, Xiaofan;  Wu, Yingbo;  Tang, Yuan Yan
Favorite | View/Download:13/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2019/01/17
A fast convex hull algorithm inspired by human visual perception Journal article
MULTIMEDIA TOOLS AND APPLICATIONS, 2018,Volume: 77,Issue: 23,Page: 31221-31237
Authors:  Liu, Runzong;  Tang, Yuan Yan;  Chan, Patrick P. K.
Favorite | View/Download:11/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/01/17
Convex hull  Computational geometry  Affine transformation  Point pattern  High dimension  
Sparse structural feature selection for multitarget regression Journal article
KNOWLEDGE-BASED SYSTEMS, 2018,Volume: 160,Page: 200-209
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | View/Download:22/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations