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Efficient physical image attacks using adversarial fast autoaugmentation methods Journal article
Du, Xia, Pun, Chi Man, Zhou, Jizhe. Efficient physical image attacks using adversarial fast autoaugmentation methods[J]. Knowledge-Based Systems, 2024, 304, 112576.
Authors:  Du, Xia;  Pun, Chi Man;  Zhou, Jizhe
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/11/05
Adversarial Robust Attacks  Autoaugmentation  Computer Vision  Ensemble Method  
Robust Audio Patch Attacks Using Physical Sample Simulation and Adversarial Patch Noise Generation Journal article
Du, Xia, Pun, Chi Man. Robust Audio Patch Attacks Using Physical Sample Simulation and Adversarial Patch Noise Generation[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 24, 4381 - 4393.
Authors:  Du, Xia;  Pun, Chi Man
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:8.4/8.0 | Submit date：2022/05/13
Adversarial Robust Attacks  Audio Attack  Computer Vision  Ensemble Method  
Multiple graph kernel learning based on GMDH-type neural network Journal article
Xu, Lixiang, Bai, Lu, Xiao, Jin, Liu, Qi, Chen, Enhong, Wang, Xiaofeng, Tang, Yuanyan. Multiple graph kernel learning based on GMDH-type neural network[J]. Information Fusion, 2021, 66, 100-110.
Authors:  Xu, Lixiang;  Bai, Lu;  Xiao, Jin;  Liu, Qi;  Chen, Enhong; et al.
Favorite | TC[WOS]:16 TC[Scopus]:21  IF:14.7/16.1 | Submit date：2021/12/07
Ensemble Selection  Group Method Of Data Handling  Probabilistic Output  Regularity Criterion  Support Vector Machine  
Adversarial Image Attacks Using Multi-Sample and Most-Likely Ensemble Methods Conference paper
Xia Du, Chi-Man Pun. Adversarial Image Attacks Using Multi-Sample and Most-Likely Ensemble Methods[C], 2020, 1634-1642.
Authors:  Xia Du;  Chi-Man Pun
Favorite | TC[WOS]:5 TC[Scopus]:7 | Submit date：2021/12/06
Robust Adversarial Attacks  Ensemble Method  Computer Vision  
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  
Hybrid Sampling with Bagging for Class Imbalance Learning Conference paper
Yang Lu, Yiu-ming Cheung, Yuan Yan Tang. Hybrid Sampling with Bagging for Class Imbalance Learning[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2016, 14-26.
Authors:  Yang Lu;  Yiu-ming Cheung;  Yuan Yan Tang
Favorite | TC[WOS]:29 TC[Scopus]:25 | Submit date：2019/02/11
Class Imbalance Learning  Ensemble Method  Hybrid Sampling  Sampling Method