Comparison of the Use of Multilayer Perceptron Neural Network with Weighted Regression in Determining the Geographical Pattern of the Brucellosis Disease Incidence in Mazandaran Province, Iran (2009-2018)

Comparison of the Use of Multilayer Perceptron Neural Network with Weighted Regression in Determining the Geographical Pattern of the Brucellosis Disease Incidence in Mazandaran Province, Iran (2009-2018)

Background and purpose: Time series models based on machine learning, including artificial neural network, perform better than classical methods. This study was performed to compare the use of a multi-layered perceptron neural network with weighted regression in determining the geographical pattern...

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Bibliographic Details
Main Authors: Maryam Salmani Seraji, Jamshid Yazdani Charati, Reza Ali Mohammadpour Tahamtan, Farhang Baba Mahmoudi, Habib Vahedi, Zahra ramazani
Format: Article
Language:English
Published: Mazandaran University of Medical Sciences 2023-12-01
Series:Journal of Mazandaran University of Medical Sciences
Subjects:
brucellosis
mazandaran
multilayer perceptron neural network
weighted regression
Online Access:http://jmums.mazums.ac.ir/article-1-19962-en.pdf

Internet

http://jmums.mazums.ac.ir/article-1-19962-en.pdf

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