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Application of Fuzzy Expert System for Prediction of Farmer Muscle Strength: A Collective Database and Analysis in Agricultural Sectors of Odisha in India
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Author(s): Debesh Mishra (KIIT University (Deemed), India)and Suchismita Satapathy (KIIT University (Deemed), India)
Copyright: 2020
Pages: 44
Source title:
Fuzzy Expert Systems and Applications in Agricultural Diagnosis
Source Author(s)/Editor(s): A.V. Senthil Kumar (Hindusthan College of Arts and Science, India)and M. Kalpana (Tamil Nadu Agricultural University, India)
DOI: 10.4018/978-1-5225-9175-7.ch011
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Abstract
In this chapter, 168 anthropometric dimensions and the back-leg-chest (BLC) strength as the muscle strength of 113 male farmers and 31 female farmers of Odisha are statistically analyzed. Factor analysis is done to identify the most significant anthropometric dimensions. Then correlation coefficient and regression analysis are done considering the anthropometric dimensions and BLC strength. Further, an attempt is made by using ANFIS tool to predict the BLC strength of both male and female farmers. It is found that ANFIS could better predict the muscle strength of farmers.
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