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Recognition of dengue disease patterns using artificial neural networks

This research aimed at the recognition of the patterns for dengue disease patterns using Artificial Neural Networks (ANN’s). Real data was provided by Singaporean National Environment Agency (NEA), for academic purposes only. Obtained data was used to model the behavior of dengue cases based on...

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Bibliographic Details
Main Authors: Cetiner, Beytullah Gultekin, Sari, Murat, Aburas, Hani M.
Format: Conference or Workshop Item
Language:English
Published: 2009
Subjects:
QR Microbiology
Online Access:http://irep.iium.edu.my/13260/1/Recognition_of_dengue_disease_patterns_using_artificial_neural_networks.pdf
http://irep.iium.edu.my/13260/
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Summary:This research aimed at the recognition of the patterns for dengue disease patterns using Artificial Neural Networks (ANN’s). Real data was provided by Singaporean National Environment Agency (NEA), for academic purposes only. Obtained data was used to model the behavior of dengue cases based on the physical parameters of mean temperature, mean relative humidity and total rainfall. The set of data recorded weekly consists of dengue reported confirmed cases together with three aforementioned parameters and for a six-year period, January 2001 to April 2007.

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