Dynamic dominance-based multigranulation rough sets approaches with evolving ordered data
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-020-01119-1
Abstract: In practical applications, there exist lots of ordered information systems (OISs). In the process of dealing with OISs, dominant preference, which plays a significant role in decision making, should be taken into consideration. With the… read more here.
Keywords: multigranulation; ordered data; based multigranulation; dominance based ... See more keywords
Robust Feature Selection Using Multigranulation Variable-Precision Distinguishing Indicators for Fuzzy Covering Decision Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2023.3321315
Abstract: Information entropy and its extended forms have been widely used in various rough sets to evaluate the uncertainty of a fuzzy relation or a fuzzy granularity. However, they are difficult to estimate the distinguishing information… read more here.
Keywords: multigranulation; variable precision; distinguishing indicator; multigranulation variable ... See more keywords