16 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Margin-aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification
Suping Xu, Lin Shang, Keyu Liu +3
Fuzzy rough feature selection (FRFS) is an effective means of addressing the curse of dimensionality in high-dimensional data. By removing redundant and irrelevant features, FRFS h…
cs.CV2024
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction
Hui Luo, Jiashuang Huang, Hengrong Ju +2
Accurate cancer survival prediction is crucial for assisting clinical doctors in formulating treatment plans. Multimodal data, including histopathological images and genomic data,…
cs.LG2024★ 16 cited
Cascaded two-stage feature clustering and selection via separability and consistency in fuzzy decision systems
Yuepeng Chen, Weiping Ding, Hengrong Ju +2
Feature selection is a vital technique in machine learning, as it can reduce computational complexity, improve model performance, and mitigate the risk of overfitting. However, the…