Applications of new q-rung orthopair fuzzy rough distance measures in pattern recognition and disease diagnosis problems

As the combined version of rough sets (RSs) and q-rung orthopair fuzzy sets (q-ROFSs), the idea of q-rung orthopair fuzzy rough sets (q-ROFRSs) is more flexible to deal with inaccurate, uncertain and incomplete data.In this manuscript, we propose various q-rung orthopair fuzzy rough distance measures for computing the distance between q-ROFRSs.Some examples are discussed to exemplify the efficacy of developed q-ROFR-distance measures over existing ones.We further demonstrate its utility in pattern recognition and crop disease diagnosis problems.We also establish the superiority of developed distance measures over existing distance measures on q-ROFRSs in view of the structured linguistic variables.

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Publication Details

Journal
Annals of Computer Science and Information Systems
Published
2024-11-26
DOI
https://doi.org/10.15439/2024f3026
Primary Topic
Rough Sets and Fuzzy Logic
Type
article
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article

Applications of new q-rung orthopair fuzzy rough distance measures in pattern recognition and disease diagnosis problems

Pratibha Rani, Arunodaya Raj Mishra, Dragan Pamucar
Annals of Computer Science and Information Systems
Rough Sets and Fuzzy Logic
article

Applications of new q-rung orthopair fuzzy rough distance measures in pattern recognition and disease diagnosis problems

Pratibha Rani, Arunodaya Raj Mishra, Dragan Pamucar
article en

Abstract

As the combined version of rough sets (RSs) and q-rung orthopair fuzzy sets (q-ROFSs), the idea of q-rung orthopair fuzzy rough sets (q-ROFRSs) is more flexible to deal with inaccurate, uncertain and incomplete data.In this manuscript, we propose various q-rung orthopair fuzzy rough distance measures for computing the distance between q-ROFRSs.Some examples are discussed to exemplify the efficacy of developed q-ROFR-distance measures over existing ones.We further demonstrate its utility in pattern recognition and crop disease diagnosis problems.We also establish the superiority of developed distance measures over existing distance measures on q-ROFRSs in view of the structured linguistic variables.

Annals of Computer Science and Information SystemsVol. 40
Openalex Percentile: Top 71%
Rough Sets and Fuzzy Logic
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