Defeng Wang

Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries

Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, 2006, Soft Comput..

Ellipsoidal support vector clustering for functional MRI analysis

Daniel S. Yeung, Defeng Wang, Pheng-Ann Heng, 2007, Pattern Recognit..

Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network

Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, 2007, IEEE Transactions on Neural Networks.

Structured large margin machines: sensitive to data distributions

Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, 2007, Machine Learning.

Weighted Mahalanobis Distance Kernels for Support Vector Machines

Daniel S. Yeung, Defeng Wang, Eric C. C. Tsang, 2007, IEEE Transactions on Neural Networks.

Structured One-Class Classification

Defeng Wang, D.S. Yeung, E.C.C. Tsang, 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Localized generalization error and its application to RBFNN training

D. S. Yeung, W.W.Y. Ng, De-Feng Wang, 2005, 2005 International Conference on Machine Learning and Cybernetics.