Prediction of monthly rainfall at Senai, Johor using artificial immune system and deep learning neural network

• Main Authors: Noor Rodi, Nur Syazwani, Abdul Malek, Marlinda, Zaini, Nur’Atiah A., Ismail, Amelia Ritahani, M. Hisham, Mohd Hizwan
• Format: Article
• Language: English; English
• Published: Mattingley Publishing 2020
• Subjects: Q Science (General); TA Engineering (General). Civil engineering (General); TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/82236/1/82236_Prediction%20of%20monthly%20rainfall%20at%20SENAI_ft.pdf; http://irep.iium.edu.my/82236/2/82236_Prediction%20of%20monthly%20rainfall%20at%20SENAI_scopus.pdf; http://irep.iium.edu.my/82236/; http://www.testmagzine.biz/index.php/testmagzine/issue/view/8
• Institution: Universiti Islam Antarabangsa Malaysia

In order to obtain good accuracy for the prediction of rainfall, this paper developed the Clonal Selection Algorithm (CSA) as a model for monthly rainfall prediction at Senai, Johor, Malaysia. CSA is one of the main algorithms in the Artificial Immune System. The results were compared with an establ...