Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain

The Rainfall Prediction System using Artificial Neural Network (ANN) project aimed to develop a model for predicting rainfall based on weather attributes. The background study involved an extensive review of literature, including books, articles, journals, theses, websites, and papers, to explore ex...

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Main Author:	Zulkarnain, Izzat Izzuddin
Format:	Thesis
Language:	English
Published:	2024
Subjects:	Neural networks (Computer science)
Online Access:	https://ir.uitm.edu.my/id/eprint/96520/1/96520.pdf
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id	my-uitm-ir.96520
record_format	uketd_dc
spelling	my-uitm-ir.965202024-06-06T06:38:03Z Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain 2024 Zulkarnain, Izzat Izzuddin Neural networks (Computer science) The Rainfall Prediction System using Artificial Neural Network (ANN) project aimed to develop a model for predicting rainfall based on weather attributes. The background study involved an extensive review of literature, including books, articles, journals, theses, websites, and papers, to explore existing techniques for rainfall prediction. The project identified the need for an accurate and efficient method for predicting rainfall to aid in various applications such as agriculture, water resource management, and disaster preparedness. The problem statement addressed the limitations of current rainfall prediction methods and emphasized the significance of developing a reliable ANN-based model. The objectives of the project were to study the ANN algorithm for rainfall prediction, gather relevant data for training the model, and implement and evaluate the performance of the developed system. The methodology employed a systematic approach, including data collection, pre-processing, prototype architecture design, algorithm implementation, and evaluation. The research utilized the waterfall model, with phases such as preliminary study, data analysis, design and implementation, and evaluation. 2024 Thesis https://ir.uitm.edu.my/id/eprint/96520/ https://ir.uitm.edu.my/id/eprint/96520/1/96520.pdf text en public degree Universiti Teknologi MARA, Terengganu Faculty of Computer and Mathematical Sciences Mohd Bahrin, Ummu Fatihah
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Mohd Bahrin, Ummu Fatihah
topic	Neural networks (Computer science)
spellingShingle	Neural networks (Computer science) Zulkarnain, Izzat Izzuddin Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain
description	The Rainfall Prediction System using Artificial Neural Network (ANN) project aimed to develop a model for predicting rainfall based on weather attributes. The background study involved an extensive review of literature, including books, articles, journals, theses, websites, and papers, to explore existing techniques for rainfall prediction. The project identified the need for an accurate and efficient method for predicting rainfall to aid in various applications such as agriculture, water resource management, and disaster preparedness. The problem statement addressed the limitations of current rainfall prediction methods and emphasized the significance of developing a reliable ANN-based model. The objectives of the project were to study the ANN algorithm for rainfall prediction, gather relevant data for training the model, and implement and evaluate the performance of the developed system. The methodology employed a systematic approach, including data collection, pre-processing, prototype architecture design, algorithm implementation, and evaluation. The research utilized the waterfall model, with phases such as preliminary study, data analysis, design and implementation, and evaluation.
format	Thesis
qualification_level	Bachelor degree
author	Zulkarnain, Izzat Izzuddin
author_facet	Zulkarnain, Izzat Izzuddin
author_sort	Zulkarnain, Izzat Izzuddin
title	Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain
title_short	Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain
title_full	Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain
title_fullStr	Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain
title_full_unstemmed	Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain
title_sort	rainfall prediction system using artificial neural network (ann) / izzat izzuddin zulkarnain
granting_institution	Universiti Teknologi MARA, Terengganu
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2024
url	https://ir.uitm.edu.my/id/eprint/96520/1/96520.pdf
_version_	1804889992272543744

Rainfall prediction system using Artificial Neural Network (ANN) / Izzat Izzuddin Zulkarnain

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