Xia Hong

Sparse Modeling Using Orthogonal Forward Regression With PRESS Statistic and Regularization

Sheng Chen, Xia Hong, C.J. Harris et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2004 · 250 citations

Engineering, Machine Learning, Model Generalization Capability +16

A Kernel-Based Two-Class Classifier for Imbalanced Data Sets

Xia Hong, Sheng Chen, C.J. Harris · IEEE Transactions on Neural Networks · 2007 · 163 citations

Engineering, Machine Learning, Biometrics +17

ICEBERG: an Internet core network architecture for integrated communications

H.J. Wang, Bhaskaran Raman, Chen‐Nee Chuah et al. · IEEE Personal Communications · 2000 · 141 citations

Engineering, Information Security, Core Network Architecture +17

A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems

Ming Gao, Xia Hong, Sheng Chen et al. · Neurocomputing · 2011 · 130 citations

Classification Method, Engineering, Machine Learning +8

Sparse kernel regression modeling using combined locally regularized orthogonal least squares and d-optimality experimental design

Sheng Chen, Xia Hong, C.J. Harris · IEEE Transactions on Automatic Control · 2003 · 110 citations

Parameter Estimation, Engineering, Machine Learning +19