Hien M. Nguyen

Borderline over-sampling for imbalanced data classification

Hien M. Nguyen, Eric W. Cooper, Katsuari Kamei · International Journal of Knowledge Engineering and Soft Data Paradigms · 2011 · 568 citations

Engineering, Machine Learning, Support Vector Machine +16

Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations

Hien M. Nguyen, Xi Peng, N. Minh et al. · IEEE Transactions on Biomedical Engineering · 2012 · 158 citations · Full text

New Scheme, Engineering, Medical Imaging +15

Efficient removal of ciprofloxacin in aqueous solutions by zero-valent metal-activated persulfate oxidation: A comparative study

Nguyen Thanh Hoa, Hien M. Nguyen, Lien Nguyen et al. · Journal of Water Process Engineering · 2020 · 61 citations

Advanced Oxidation Process, Chemical Engineering, Engineering +9

Online learning from imbalanced data streams

Hien M. Nguyen, Eric W. Cooper, Katsuari Kamei · 2011 · 47 citations

Engineering, Machine Learning, Online Learning +17

A comparative study on sampling techniques for handling class imbalance in streaming data

Hien M. Nguyen, Eric W. Cooper, Katsuari Kamei · 2012 · 34 citations

Engineering, Machine Learning, Sampling Technique +16