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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:7/0  |  Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
Regularized robust Broad Learning System for uncertain data modeling Journal article
NEUROCOMPUTING, 2018,Volume: 322,Page: 58-69
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip
Favorite  |  View/Download:12/0  |  Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution  
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
Adobe PDF(1652Kb)  |  Favorite  |  View/Download:180/3  |  Submit date:2018/10/30
Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
Cauchy Matching Pursuit for Robust Sparse Representation and Classification Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  Wang Y.;  Zou C.;  Tang Y.Y.;  Li L.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:2/0  |  Submit date:2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018,Volume: 28,Issue: 9,Page: 2177-2189
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu;  Li, Shutao
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Adaptive weighted nonnegative low-rank representation Journal article
PATTERN RECOGNITION, 2018,Volume: 81,Page: 326-340
Authors:  Wen, Jie;  Zhang, Bob;  Xu, Yong;  Yang, Jian;  Han, Na
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Low-rank representation  Adaptive weighted matrix  Data clustering  Locality constraint  
Clustering big IoT data by metaheuristic optimized mini-batch and parallel partition-based DGC in Hadoop Journal article
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018,Volume: 86,Page: 1395-1412
Authors:  Tang, Rui;  Fong, Simon
Favorite  |  View/Download:95/0  |  Submit date:2018/10/30
Metaheuristic  Partitioning  Clustering  Hadoop  IoT data  Data fusion  
Authentic compound-free strategy for simultaneous determination of primary coumarins in Peucedani Radix using offline high performance liquid chromatography-nuclear magnetic resonance spectroscopy-tandem mass spectrometry Journal article
ACTA PHARMACEUTICA SINICA B, 2018,Volume: 8,Issue: 4,Page: 645-654
Authors:  Liu, Yao;  Song, Qingqing;  Liu, Wenjing;  Li, Peng;  Li, Jun;  Zhao, Yunfang;  Zhang, Liang;  Tu, Pengfei;  Wang, Yitao;  Song, Yuelin
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Authentic Compound-independent Quantitation  Offline Lcnmrms/ms  Automated Fraction Collection Module  Quantitative H-1 Nmr  Peucedani Radix  Regio-specific Monitoring  
Correntropy-Based Evolving Fuzzy Neural System Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 3,Page: 1324-1338
Authors:  Bao, Rong-Jing;  Rong, Hai-Jun;  Angelov, Plamen P.;  Chen, Badong;  Wong, Pak Kin
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)