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A Heuristic Approach to Dynamically Update Approximations of Dominance Based Rough Set Theory

International Conference on Advanced Communication Technology, 2022
In multi-criteria decision-making problems, dominance based rough set approach (DRSA) has been extensively used. However, in real-time domain, information often evolves with time.
Faryal Nosheen   +2 more
semanticscholar   +1 more source

Computationally Efficient Approximation Algorithm of Dominance Based Rough Set Approach

International Conference on Advanced Communication Technology, 2020
Information systems contain preference ordered decision attributes now a day. To deal with them Dominance based Rough Set Approach (DRSA) is used. Two important concepts in DRSA are upper and lower approximations, both of them are computationally heavy ...
Aleena Ahmad   +2 more
semanticscholar   +1 more source

A dominance-based rough set approach applied to evaluate the credit risk of sovereign bonds

4OR, 2021
Julio Cezar Soares Silva   +3 more
semanticscholar   +2 more sources

Auto loan fraud detection using dominance-based rough set approach versus machine learning methods

Expert systems with applications, 2021
Jerzy Błaszczyński   +4 more
semanticscholar   +1 more source

Redefining preliminaries of dominance-based rough set approach

Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2022
Faryal Nosheen   +2 more
semanticscholar   +1 more source

THE (DOMINANCE BASED) ROUGH SET APPROACH APPLIED TO AIR POLLUTION IN A HIGH RISK RATE INDUSTRIAL AREA

, 2018
This study presents a Rough Set Analysis (RSA) application, partially based on dominance in relation to air micro-pollution management in an industrial place with a high environmental risk rate, such as the industrial area of Siracusa, located in the ...

semanticscholar   +1 more source

Dominance-based Rough Set Approach Supporting Experts in Situation Assessment

Conference on Cognitive and Computational Aspects of Situation Management, 2019
Situation Awareness is the capability of understanding what is happening in order to make informed and correct decisions. The process for gaining good levels of Situation Awareness is defined as situation assessment.
Giuseppe D’aniello, M. Gaeta
semanticscholar   +1 more source

Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule

Applied Soft Computing, 2023
Jie Zhao   +4 more
semanticscholar   +1 more source

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