Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic

Abstract

This paper presents a model based on mediative fuzzy logic in this COVID-19 pandemic. COVID-19 (novel coronavirus respiratory disease) has become a pandemic now and the whole world has been affected by this disease. Different methodologies and many prediction techniques based on various models have been developed so far. In the present article, we have developed a mediative fuzzy correlation technique based on the parameters for COVID-19 patients from different parts of India. The proposed mediative fuzzy correlation technique provides the relation between the increments of COVID-19 positive patients in terms of the passage of increment with respect to time. The peaks of infected cases in connection with the other condition are estimated from the available data. The mediative fuzzy logic mathematical model can be utilized to find a good fit or a contradictory model for any pandemic model. The proposed approach to the prediction in COVID-19 based on mediative fuzzy logic has produced promising results for the continuous contradictory prediction in India.

A novel explainable COVID-19 diagnosis method by integration of feature selection with random forest

“…[ 18 ] because of the identified correlation between parameters such as white blood cells, neutrophils, lymphocytes, basophils, monocytes and others with COVID-19 patients [ 6 ]. In essence, the prospect of prognostic biomarkers toward earlier and more targeted treatment has been recognized, especially since some patients with COVID-19 develop intense status, which is associated with a higher risk of hospitalization [ 19 ].…”

On Z-Intuitionistic Fuzzy Fractional Valuations for Medical Diagnosis: An Intuitionistic Fuzzy Knowledge-Based Expert System

“…This work is carried out under the grant F.No. 91/2021/2095/Sattar-4-2021-04 (17) 2021 dated 11 October 2021 for the Centre of Excellence by Uttar Pradesh Government.…”

“…Azadeh et al [12] provided a mathematical technique based on the analytical hierarchy process with the help of the Z-number extension of fuzzy sets. Many extended techniques of fuzzy logic, such as intuitionistic fuzzy logic [13,14] and mediative fuzzy logic [15], have also been used in engineering and agricultural fields and the medical field [16,17]. Mediative fuzzy logic is also applied in the extension technique [18] for consistent measurement in decision making.…”

Performance of Fuzzy Multi-Criteria Decision Analysis of Emergency System in COVID-19 Pandemic. An Extensive Narrative Review

“…Indeed, providing important information on various parameters and their effects in different scenarios. Yet, these traditional models and mathematical analyses are insufficient in the case of infections caused by different strains of the virus [ 27 ].…”