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Comprehensively qualitative and quantitative analysis of ginsenosides in Panax notoginsengleaves by online two-dimensional liquid chromatography coupled to hybrid linear ion trap Orbitrap mass spectrometry with deeply optimized dilution and modulation system Journal article
ANALYTICA CHIMICA ACTA, 2019,Volume: 1079,Page: 237-251
Authors:  Ji-Liang Cao;  Li-Juan Ma;  Sheng-Peng Wang;  Yun Deng;  Yi-Tao Wang;  Peng Li;  Jian-Bo Wan
Favorite | View/Download:39/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2020/05/07
Online Dilution Hilic x Rp  Hybrid Ltq-orbitrap Mass Spectrometry  Chemical Profiling And Quantitation  Panax Notoginsengleaves  Ginsenosides  
Comprehensively qualitative and quantitative analysis of ginsenosides in Panax notoginseng leaves by online two-dimensional liquid chromatography coupled to hybrid linear ion trap Orbitrap mass spectrometry with deeply optimized dilution and modulation system Journal article
ANALYTICA CHIMICA ACTA, 2019,Volume: 1079,Page: 237-251
Authors:  Ji-Liang Cao;  Li-Juan Ma;  Sheng-Peng Wang;  Yun Deng;  Yi-Tao Wang;  Peng Li;  Jian-Bo Wan
Favorite | View/Download:13/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/11/22
Online Dilution Hilic×rp  Hybrid Ltq-orbitrap Mass Spectrometry  Chemical Profiling And Quantitation  Panax Notoginseng Leaves  Ginsenosides  
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:16/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
High-dimensional covariance matrices in elliptical distributions with application to spherical test Journal article
Annals of Statistics, 2019,Volume: 47,Issue: 1,Page: 527-555
Authors:  Hu J.;  Li W.;  Liu Z.;  Zhou W.
Favorite | View/Download:7/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/02/14
Covariance matrix  Elliptical distribution  High-dimensional data  Sphericity test  
HIGH-DIMENSIONAL COVARIANCE MATRICES IN ELLIPTICAL DISTRIBUTIONS WITH APPLICATION TO SPHERICAL TEST Journal article
ANNALS OF STATISTICS, 2019,Volume: 47,Issue: 1,Page: 527-555
Authors:  Hu, Jiang;  Li, Weiming;  Liu, Zhi;  Zhou, Wang
Favorite | View/Download:14/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/01/17
Covariance Matrix  High-dimensional Data  Elliptical Distribution  Sphericity Test  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite | View/Download:6/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
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 | Favorite | View/Download:799/3 | TC[WOS]:15 TC[Scopus]:0 | Submit date:2018/10/30
Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
Medical data mining in sentiment analysis based on optimized swarm search feature selection Journal article
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2018,Volume: 41,Issue: 4,Page: 1087-1100
Authors:  Zeng, Daohui;  Peng, Jidong;  Fong, Simon;  Qiu, Yining;  Wong, Raymond
Favorite | View/Download:4/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/01/17
Medical text mining  Optimized swarm search-based feature selection  Sentiment prediction  Clustering-by-coefficient-of-variation  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite | View/Download:16/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View | Adobe PDF | Favorite | View/Download:916/78 | TC[WOS]:12 TC[Scopus]:0 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)