Yiyu Yao

Robust Semi-Supervised Feature Selection With Multi-Granularity Zentropy Modeling

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

High-dimensional and weakly supervised (HiDWS) data present significant challenges for traditional machine learning and pattern recognition. Although semi-supervised feature selection has shown effectiveness in improving the quality of HiDWS data, existing methods remain sensitive and …