A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules

Over the last decade, flooding has been one of catastrophic disaster which causes economic damage, lost life and environmental deprivations. The need for flood prediction is rising since the decision maker lacks intelligent tools to predict flood areas. The data mining and geospatial visualization w...

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Main Authors: Azwa, Abdul Aziz, Engku Fadzli Hasan, Syed Abdullah, Julaily Aida, Jusoh
Format: Article
Language:English
Published: Asian Research Publishing Network 2016
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Online Access:http://eprints.unisza.edu.my/7405/1/FH02-FIK-16-06057.jpg
http://eprints.unisza.edu.my/7405/
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spelling my-unisza-ir.74052022-09-13T05:47:11Z http://eprints.unisza.edu.my/7405/ A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules Azwa, Abdul Aziz Engku Fadzli Hasan, Syed Abdullah Julaily Aida, Jusoh GE Environmental Sciences Over the last decade, flooding has been one of catastrophic disaster which causes economic damage, lost life and environmental deprivations. The need for flood prediction is rising since the decision maker lacks intelligent tools to predict flood areas. The data mining and geospatial visualization will test the temporal data which include river flow and rainfall data to find patterns and new information which then will use to predict areas that expose to flood. Since Terengganu situated at east peninsular, every year in October to March will be having heavy rainfall and increasing of sea levels. To this extent, we propose a framework to support flood prediction which the outcome will intention to better manage floods through prevention, protection and emergency response. Asian Research Publishing Network 2016 Article PeerReviewed image en http://eprints.unisza.edu.my/7405/1/FH02-FIK-16-06057.jpg Azwa, Abdul Aziz and Engku Fadzli Hasan, Syed Abdullah and Julaily Aida, Jusoh (2016) A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules. Journal of Theoretical and Applied Information Technology, 87 (3). pp. 512-519. ISSN 19928645 [P]
institution Universiti Sultan Zainal Abidin
building UNISZA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sultan Zainal Abidin
content_source UNISZA Institutional Repository
url_provider https://eprints.unisza.edu.my/
language English
topic GE Environmental Sciences
spellingShingle GE Environmental Sciences
Azwa, Abdul Aziz
Engku Fadzli Hasan, Syed Abdullah
Julaily Aida, Jusoh
A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules
description Over the last decade, flooding has been one of catastrophic disaster which causes economic damage, lost life and environmental deprivations. The need for flood prediction is rising since the decision maker lacks intelligent tools to predict flood areas. The data mining and geospatial visualization will test the temporal data which include river flow and rainfall data to find patterns and new information which then will use to predict areas that expose to flood. Since Terengganu situated at east peninsular, every year in October to March will be having heavy rainfall and increasing of sea levels. To this extent, we propose a framework to support flood prediction which the outcome will intention to better manage floods through prevention, protection and emergency response.
format Article
author Azwa, Abdul Aziz
Engku Fadzli Hasan, Syed Abdullah
Julaily Aida, Jusoh
author_facet Azwa, Abdul Aziz
Engku Fadzli Hasan, Syed Abdullah
Julaily Aida, Jusoh
author_sort Azwa, Abdul Aziz
title A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules
title_short A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules
title_full A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules
title_fullStr A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules
title_full_unstemmed A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules
title_sort conceptual framework for predicting flood area in terengganu during monsoon season using association rules
publisher Asian Research Publishing Network
publishDate 2016
url http://eprints.unisza.edu.my/7405/1/FH02-FIK-16-06057.jpg
http://eprints.unisza.edu.my/7405/
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score 13.209306