Covering based multi-granulation rough fuzzy sets with applications to feature selection
Z Huang, J Li - Expert Systems with Applications, 2024 - Elsevier
Feature selection acts as an important preprocessing method to reduce redundant
information. In order to effectively evaluate the classification information hidden in a given …
information. In order to effectively evaluate the classification information hidden in a given …
Incremental updating fuzzy tolerance rough set approach in intuitionistic fuzzy information systems with fuzzy decision
L Wang, Z Pei, K Qin, L Yang - Applied Soft Computing, 2024 - Elsevier
As information technology develops rapidly and data is constantly updated, efficient mining
knowledge from dynamic intuitionistic fuzzy information systems with fuzzy decision (IFFD) is …
knowledge from dynamic intuitionistic fuzzy information systems with fuzzy decision (IFFD) is …
Hybrid similarity relation based mutual information for feature selection in intuitionistic fuzzy rough framework and its applications
Fuzzy rough entropy established in the notion of fuzzy rough set theory, which has been
effectively and efficiently applied for feature selection to handle the uncertainty in real …
effectively and efficiently applied for feature selection to handle the uncertainty in real …
Matrix-based approximation dynamic update approach to multi-granulation neighborhood rough sets for intuitionistic fuzzy ordered datasets
X Zhang, J Wang, J Hou - Applied Soft Computing, 2024 - Elsevier
With the explosive growth and rapid changes in the use of data, information systems are
constantly evolving. Timely dynamic updates have become imperative with real-time …
constantly evolving. Timely dynamic updates have become imperative with real-time …
Covering-based -multi-granulation bipolar fuzzy rough set model under bipolar fuzzy preference relation with decision-making applications
The rough set (RS) and multi-granulation rough set (MGRS) theories have been successfully
extended to accommodate preference analysis by substituting the equivalence relation (ER) …
extended to accommodate preference analysis by substituting the equivalence relation (ER) …