24 citations · 59 across the 5 of their papers we have counts for
5 papers
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…
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,…
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…
Incremental approaches to updating attribute reducts when refining and coarsening coverings
Mingjie Cai, Guangming Lang
In a dynamic environment, knowledge reduction of information systems with variations of object sets, attribute sets and attribute values is an important topic of rough set theory,…
Knowledge reduction of dynamic covering decision information systems with varying attribute values
Mingjie Cai
Knowledge reduction of dynamic covering information systems involves with the time in practical situations. In this paper, we provide incremental approaches to computing the type-1…