Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad

This research project is about landslide prediction using back propagation neural network. The objectives of the research project are to identify rainfall variable that is used for landslide prediction, apply the back propagation neural network model to classify the risks of landslide and determi...

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Main Author:	Md Saad, Noor Munirah
Format:	Student Project
Language:	English
Published:	Faculty of Information Technology and Quantitative Sciences 2006
Subjects:	Back propagation (Artificial intelligence) Prediction analysis Neural networks (Computer science)
Online Access:	http://ir.uitm.edu.my/id/eprint/1736/ http://ir.uitm.edu.my/id/eprint/1736/1/PPb_NOOR%20MUNIRAH%20MD%20SAAD%20CS%2006_5%201.pdf

id	uitm-1736
recordtype	eprints
spelling	uitm-17362017-02-21T08:51:18Z http://ir.uitm.edu.my/id/eprint/1736/ Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad Md Saad, Noor Munirah Back propagation (Artificial intelligence) Prediction analysis Neural networks (Computer science) This research project is about landslide prediction using back propagation neural network. The objectives of the research project are to identify rainfall variable that is used for landslide prediction, apply the back propagation neural network model to classify the risks of landslide and determine whether Back propagation Neural Network can be used as one of prediction tools. A simple three-layer neural network with six input nodes and three output nodes is employed to learn the data. Experiments are performed to determine the optimal learning. The total accuracy of prediction rate is 88.7 %. This research reveals that with a few improvements, back propagation neural network is able to be used in the prediction. Faculty of Information Technology and Quantitative Sciences 2006 Student Project NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/1736/1/PPb_NOOR%20MUNIRAH%20MD%20SAAD%20CS%2006_5%201.pdf Md Saad, Noor Munirah (2006) Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad. [Student Project] (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
topic	Back propagation (Artificial intelligence) Prediction analysis Neural networks (Computer science)
spellingShingle	Back propagation (Artificial intelligence) Prediction analysis Neural networks (Computer science) Md Saad, Noor Munirah Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
description	This research project is about landslide prediction using back propagation neural network. The objectives of the research project are to identify rainfall variable that is used for landslide prediction, apply the back propagation neural network model to classify the risks of landslide and determine whether Back propagation Neural Network can be used as one of prediction tools. A simple three-layer neural network with six input nodes and three output nodes is employed to learn the data. Experiments are performed to determine the optimal learning. The total accuracy of prediction rate is 88.7 %. This research reveals that with a few improvements, back propagation neural network is able to be used in the prediction.
format	Student Project
author	Md Saad, Noor Munirah
author_facet	Md Saad, Noor Munirah
author_sort	Md Saad, Noor Munirah
title	Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
title_short	Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
title_full	Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
title_fullStr	Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
title_full_unstemmed	Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
title_sort	rainfall-induced landslide prediction using backpropagation neural network / noor munirah md saad
publisher	Faculty of Information Technology and Quantitative Sciences
publishDate	2006
url	http://ir.uitm.edu.my/id/eprint/1736/ http://ir.uitm.edu.my/id/eprint/1736/1/PPb_NOOR%20MUNIRAH%20MD%20SAAD%20CS%2006_5%201.pdf
first_indexed	2023-09-18T22:46:15Z
last_indexed	2023-09-18T22:46:15Z
_version_	1777417244637134848

Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad

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