Jihong Wan

A novel hybrid feature selection method considering feature interaction in neighborhood rough set

Jihong Wan, Hongmei Chen, Zhong Yuan et al. · Knowledge-Based Systems · 2021 · 97 citations

Engineering, Data Science, Data Mining +7

Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures

Jihong Wan, Hongmei Chen, Tianrui Li et al. · IEEE Transactions on Cybernetics · 2021 · 84 citations

Engineering, Machine Learning, Feature Selection +18

Neighborhood rough sets with distance metric learning for feature selection

Xiaoling Yang, Hongmei Chen, Tianrui Li et al. · Knowledge-Based Systems · 2021 · 72 citations

Neighborhood Rough Sets, Machine Learning, Data Science +8

A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction

Tengyu Yin, Hongmei Chen, Zhong Yuan et al. · IEEE Transactions on Fuzzy Systems · 2023 · 69 citations

Fuzzy Logic, Engineering, Machine Learning +13

A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information

Zhong Yuan, Hongmei Chen, Pengfei Zhang et al. · IEEE Transactions on Fuzzy Systems · 2021 · 68 citations

Engineering, Machine Learning, Feature Selection +16