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A novel AdaBoost framework with robust threshold and structural optimization Journal article
Zhang P.-B., Yang Z.-X.. A novel AdaBoost framework with robust threshold and structural optimization[J]. IEEE Transactions on Cybernetics, 2018, 48(1), 64-76.
Authors:  Zhang P.-B.;  Yang Z.-X.
Favorite | TC[WOS]:60 TC[Scopus]:66 | Submit date：2018/12/22
Adaboost Algorithm  Bounds Of Empirical Error  Ensemble Method  Generalization Error  Indoor Positioning System  Robust Threshold  Special Single-layer Neural Network  Structural Optimization  
Error analysis for the semi-supervised algorithm under maximum correntropy criterion Journal article
Zuo, Ling, Wang, Yulong. Error analysis for the semi-supervised algorithm under maximum correntropy criterion[J]. NEUROCOMPUTING, 2017, 223, 45-53.
Authors:  Zuo, Ling;  Wang, Yulong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2018/10/30
Semi-supervised Learning  Correntropy  Excess Generalization Error  Manifold Error  
Convergence rate of the semi-supervised greedy algorithm Journal article
Hong Chen, Yicong Zhou, Yuan Yan Tang, Luoqing Li, Zhibin Pan. Convergence rate of the semi-supervised greedy algorithm[J]. Neural Networks, 2013, 44, 44-50.
Authors:  Hong Chen;  Yicong Zhou;  Yuan Yan Tang;  Luoqing Li;  Zhibin Pan
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:6.0/7.9 | Submit date：2018/12/21
Semi-supervised Learning  Sparse  Greedy Algorithm  Data-dependent Hypothesis Space  Generalization Error