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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:19/0  |  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
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Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
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:139/0  |  Submit date:2018/10/30
Metaheuristic  Partitioning  Clustering  Hadoop  IoT data  Data fusion  
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:18/0  |  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:20/0  |  Submit date:2018/10/30
Low-rank representation  Adaptive weighted matrix  Data clustering  Locality constraint  
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:24/0  |  Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)  
Robust signal recovery using the prolate spherical wave functions and maximum correntropy criterion Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 104,Page: 279-289
Authors:  Zou, Cuiming;  Kou, Kit Ian
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Robust signal recovery  Prolate spherical wave functions  Maximum correntropy criterion  Mean square error criterion  
Robust Face Hallucination via Locality-Constrained Bi-Layer Representation Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 4,Page: 1189-1201
Authors:  Liu, Licheng;  Chen, C. L. Philip;  Li, Shutao;  Tang, Yuan Yan;  Chen, Long
Favorite  |  View/Download:24/0  |  Submit date:2018/10/30
Bi-layer Representation  Face Hallucination  Locality-constrained Coding  Robust Coding  
Hydrostatic-season-time model updating using Bayesian model class selection Journal article
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2018,Volume: 169,Page: 40-50
Authors:  Gamse, Sonja;  Zhou, Wan-Huan;  Tan, Fang;  Yuen, Ka-Veng;  Oberguggenberger, Michael
Favorite  |  View/Download:18/0  |  Submit date:2018/10/30
Bayesian model class selection  Geodetic observations  Hydrostatic-season-time model  Model class selection  Multiple linear regression  Rock-fill embankment dam