Flood Prediction with Ensemble Machine Learning using BP-NN and SVM

Flood Prediction with Ensemble Machine Learning using BP-NN and SVM

This study aims to examine the prediction of rainfall and river water debit using the Back Propagation Neural Network (BP-NN) method. Prediction results are classified using the Support Vector Machine (SVM) method to predict flooding. The parameters used to predict rainfall with BP-NN are minimum, m...

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Bibliographic Details
Main Authors: Ike Fitriyaningsih, Yuniarta Basani
Format: Article
Language:English
Published: Diponegoro University 2019-07-01
Series:Jurnal Teknologi dan Sistem Komputer
Subjects:
ensemble machine learning
flood prediction, bp-nn and svm
rainfall prediction
river water debit prediction
Online Access:https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13142

Internet

https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13142

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