Daniel Yeung

Adversarial Feature Selection Against Evasion Attacks

Fei Zhang, Patrick P. K. Chan, Battista Biggio et al. · IEEE Transactions on Cybernetics · 2015 · 256 citations · Full text

Evasion Attempts, Engineering, Machine Learning +16

Content-based image retrieval using color moment and Gabor texture feature

Zhi-Chun Huang, Patrick P. K. Chan, Wing W. Y. Ng et al. · 2010 · 232 citations

Color Moments, Image Analysis, Information Retrieval +13

Diversified Sensitivity-Based Undersampling for Imbalance Classification Problems

Wing W. Y. Ng, Junjie Hu, Daniel Yeung et al. · IEEE Transactions on Cybernetics · 2014 · 227 citations

Decision Boundary, Data Classification, Classification Method +12

Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error

Wing W. Y. Ng, Andrés Dorado, Daniel Yeung et al. · Pattern Recognition · 2006 · 100 citations

Support Vector Machine, Classification Method, Machine Vision +10

Dual autoencoders features for imbalance classification problem

Wing W. Y. Ng, Guangjun Zeng, Jiangjun Zhang et al. · Pattern Recognition · 2016 · 100 citations

Engineering, Machine Learning, Data Science +8