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Online Label Distribution Learning Using Random Vector Functional-Link Network Journal article
Huang, Jintao, Vong, Chi Man, Qian, Wenbin, Huang, Qin, Zhou, Yimin. Online Label Distribution Learning Using Random Vector Functional-Link Network[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 7(4), 1177-1190.
Authors:  Huang, Jintao;  Vong, Chi Man;  Qian, Wenbin;  Huang, Qin;  Zhou, Yimin
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:5.3/5.7 | Submit date：2023/09/04
Label Distribution Learning  Online Learning  Privileged Information  Random Vector Function-link Network  
Online identification of a link function degradation model for solid oxide fuel cells under varying-load operation Journal article
Chi, Yingtian, Qiu, Yiwei, Lin, Jin, Song, Yonghua, Hu, Qiang, Li, Wenying, Mu, Shujun. Online identification of a link function degradation model for solid oxide fuel cells under varying-load operation[J]. International Journal of Hydrogen Energy, 2022, 47(4), 2622-2646.
Authors:  Chi, Yingtian;  Qiu, Yiwei;  Lin, Jin;  Song, Yonghua;  Hu, Qiang; et al.
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:8.1/7.3 | Submit date：2022/02/21
Degradation Model  Link Function  Prognostics  Solid Oxide Fuel Cell  Varying-load Operation  
Law of iterated logarithm and model selection consistency for generalized linear models with independent and dependent responses Journal article
Yang, Xiaowei, Song, Shuang, Zhang, Huiming. Law of iterated logarithm and model selection consistency for generalized linear models with independent and dependent responses[J]. Frontiers of Mathematics in China, 2021, 16(3), 825-856.
Authors:  Yang, Xiaowei;  Song, Shuang;  Zhang, Huiming
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:0.8/0.9 | Submit date：2021/12/08
60f15  62f12  62j12  Consistency  Generalized Linear Models (Glms)  Model Selection  Non-natural Link Function  Weakly Dependent  Weighted Scores Method  
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
Chen,C. L.Philip, Liu,Zhulin, Feng,Shuang. Universal Approximation Capability of Broad Learning System and Its Structural Variations[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(4), 1191-1204.
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite | TC[WOS]:367 TC[Scopus]:435  IF:10.2/10.4 | Submit date：2021/03/09
Broad Learning System (Bls)  Deep Learning  Face Recognition  Functional Link Neural Networks (Flnns)  Nonlinear Function Approximation  Time-variant Big Data Modeling  Universal Approximation  
Broad Learning System: structural extensions on single-layer and multi-layer neural networks Conference paper
Liu, Zhulin, Chen, C. L. Philip, IEEE. Broad Learning System: structural extensions on single-layer and multi-layer neural networks[C], 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2017, 136-141.
Authors:  Liu, Zhulin;  Chen, C. L. Philip;  IEEE
Favorite | TC[WOS]:36 TC[Scopus]:48 | Submit date：2018/10/30
Single Layer Feedforward Neural Networks  Random Vector Functional Link Networks  Broad Learning System  Incremental Learning  Extremal Learning Machine  Radial Basis Function Networks  Hierarchical Extremal Learning Machine  
An incremental adaptive implementation of functional-link processing for function approximation, time-series prediction, and system identification Journal article
Chen C.L.P., LeClair S.R., Pao Y.-H.. An incremental adaptive implementation of functional-link processing for function approximation, time-series prediction, and system identification[J]. Neurocomputing, 1998, 18(1-3), 11-31.
Authors:  Chen C.L.P.;  LeClair S.R.;  Pao Y.-H.
Favorite | TC[WOS]:50 TC[Scopus]:50 | Submit date：2019/02/11
Forecasting  Function Approximations  Functional-link Neural Network  Instant Learning Algorithm  Least Squares  System Identification  Time-series