Guang‐Hui Fu

Exploring nonlinear relationships in chemical data using kernel-based methods

Dongsheng Cao, Yi‐Zeng Liang, Qing‐Song Xu et al. · Chemometrics and Intelligent Laboratory Systems · 2011 · 84 citations

Engineering, Data Science, Data Mining +5

Tuning model parameters in class‐imbalanced learning with precision‐recall curve

Guang‐Hui Fu, Lunzhao Yi, Jianxin Pan · Biometrical Journal · 2018 · 80 citations

Elastic Net Grouping Variable Selection Combined with Partial Least Squares Regression (EN-PLSR) for the Analysis of Strongly Multi-collinear Spectroscopic Data

Guang‐Hui Fu, Qing‐Song Xu, Hong‐Dong Li et al. · Applied Spectroscopy · 2011 · 48 citations

Engineering, Spectrochemical Analysis, Data Science +19

Hellinger distance-based stable sparse feature selection for high-dimensional class-imbalanced data

Guang‐Hui Fu, Yuan-Jiao Wu, Min-Jie Zong et al. · BMC Bioinformatics · 2020 · 34 citations · Full text

Stable variable selection of class-imbalanced data with precision-recall criterion

Guang‐Hui Fu, Feng Xu, Bing-Yang Zhang et al. · Chemometrics and Intelligent Laboratory Systems · 2017 · 33 citations

Classification Method, Engineering, Stable Variable Selection +6