Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Cosine Similarity Measures of (m, n)-Rung Orthopair Fuzzy Sets and Their Applications in Plant Leaf Diseases Classification

Version 1 : Received: 22 May 2023 / Approved: 23 May 2023 / Online: 23 May 2023 (05:26:15 CEST)

A peer-reviewed article of this Preprint also exists.

Rajput, A.S.; Shukla, S.; Thakur, S.S. Cosine Similarity Measures of (m, n)-Rung Orthopair Fuzzy Sets and Their Applications in Plant Leaf Disease Classification. Symmetry 2023, 15, 1385, doi:10.3390/sym15071385. Rajput, A.S.; Shukla, S.; Thakur, S.S. Cosine Similarity Measures of (m, n)-Rung Orthopair Fuzzy Sets and Their Applications in Plant Leaf Disease Classification. Symmetry 2023, 15, 1385, doi:10.3390/sym15071385.

Abstract

This article introduces ten similarity measures that utilize cosine and cotangent functions to compare (m,n)-rung orthopair fuzzy sets, this a super class of q-rung orthopair fuzzy sets. Further, we applied our established weighted similarity measures to medical diagnosis, pattern recognition,and building material problems and also presented the comparison between established measures with the existing cosine and cotangent measures of q-rung orthopair, pythagorean and intuitionistic fuzzy sets. Lastly, we considered a numerical example that demonstrates the effective and scientific application of these similarity measures in plant leaf disease classification. Furthermore, we present graphical interpretations to demonstrate the effectiveness of our established measures.

Keywords

(m,n)-rung ortho pair fuzzy sets, cosine similarity measure, pattern recognition, Plant leaf Disease)

Subject

Engineering, Electrical and Electronic Engineering

Comments (0)

We encourage comments and feedback from a broad range of readers. See criteria for comments and our Diversity statement.

Leave a public comment
Send a private comment to the author(s)
* All users must log in before leaving a comment
Views 0
Downloads 0
Comments 0
Metrics 0


×
Alerts
Notify me about updates to this article or when a peer-reviewed version is published.
We use cookies on our website to ensure you get the best experience.
Read more about our cookies here.