24 citations · 59 across the 5 of their papers we have counts for
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cs.LG2025
Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection
Qiong Liu, Mingjie Cai, Qingguo Li
Feature selection can select important features to address dimensional curses. Subspace learning, a widely used dimensionality reduction method, can project the original data into…
cs.LG2023★ 11 cited
GFDC: A Granule Fusion Density-Based Clustering with Evidential Reasoning
Mingjie Cai, Zhishan Wu, Qingguo Li +2
Currently, density-based clustering algorithms are widely applied because they can detect clusters with arbitrary shapes. However, they perform poorly in measuring global density,…
cs.LG2023★ 24 cited
Three-way Imbalanced Learning based on Fuzzy Twin SVM
Wanting Cai, Mingjie Cai, Qingguo Li +1
Three-way decision (3WD) is a powerful tool for granular computing to deal with uncertain data, commonly used in information systems, decision-making, and medical care. Three-way d…