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Generalization capacity of multi-class SVM based on Markovian resampling Journal article
Dong,Zijie, Xu,Chen, Xu,Jie, Zou,Bin, Zeng,Jingjing, Tang,Yuan Yan. Generalization capacity of multi-class SVM based on Markovian resampling[J]. Pattern Recognition, 2023, 142, 109720.
Authors:  Dong,Zijie;  Xu,Chen;  Xu,Jie;  Zou,Bin;  Zeng,Jingjing; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/08/03
Generalization Bound  Learning Rate  Markovian Resampling  Msvm  
OAA-SVM-MS: A fast and efficient multi-class classification algorithm Journal article
Duan, Yuze, Zou, Bin, Xu, Jie, Chen, Fen, Wei, Jiaolong, Tang, Yuan Yan. OAA-SVM-MS: A fast and efficient multi-class classification algorithm[J]. Neurocomputing, 2021, 454, 448-460.
Authors:  Duan, Yuze;  Zou, Bin;  Xu, Jie;  Chen, Fen;  Wei, Jiaolong; et al.
Favorite | TC[WOS]:22 TC[Scopus]:28  IF:5.5/5.5 | Submit date：2021/12/08
One-against-all  Multi-class  Svm  Generalization Bound  
Extreme learning machine for ranking: generalization analysis and applications Journal article
Chen Hong, Peng Jiangtao, Zhou Yicong, Li Luoqing, Pan Zhibin. Extreme learning machine for ranking: generalization analysis and applications[J]. Neural Networks, 2014, 53, 119-126.
Authors:  Chen Hong;  Peng Jiangtao;  Zhou Yicong;  Li Luoqing;  Pan Zhibin
Favorite | TC[WOS]:48 TC[Scopus]:53 | Submit date：2018/10/30
Coefficient Regularization  Extreme Learning Machine  Generalization Bound  Learning Theory  Ranking