Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine

A flood is an extremely dangerous disaster that can wipe away an entire city, coastline, and rural area. The flood caused extensive damage to life and property that has great erosive power and can be extremely destructive. This research explores the use of Support Vector Machine (SVM) method to pred...

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Main Authors: Khoo, Chun Keong, Mahfuzah, Mustafa, Ahmad Johari, Mohamad, M. H., Sulaiman
Format: Conference or Workshop Item
Language:English
Published: Astronautic Technology (M) Sdn. Bhd. 2015
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Online Access:http://umpir.ump.edu.my/id/eprint/16895/1/Real%20Time%20Flood%20Prediction%20for%20Sungai%20Isap%20Residence%20Using%20Support.pdf
http://umpir.ump.edu.my/id/eprint/16895/
http://www.atsbconference.my/wp-content/uploads/2016/04/TADMIC-2015-CONFERENCE-PROCEEDING-BOOK.pdf#page=39
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Institution: Universiti Malaysia Pahang
Language: English
id my.ump.umpir.16895
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spelling my.ump.umpir.168952018-04-11T01:27:32Z http://umpir.ump.edu.my/id/eprint/16895/ Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine Khoo, Chun Keong Mahfuzah, Mustafa Ahmad Johari, Mohamad M. H., Sulaiman TK Electrical engineering. Electronics Nuclear engineering A flood is an extremely dangerous disaster that can wipe away an entire city, coastline, and rural area. The flood caused extensive damage to life and property that has great erosive power and can be extremely destructive. This research explores the use of Support Vector Machine (SVM) method to predict the flood in 2015. Total investigated 29 months data covering from January 2013 until May 2015 in the Sungai Isap Kuantan, Pahang, Malaysia. Rainfall, temperature and river level are considered as a factor of flood. From the experimental, it can be concluded the SVM technique is an efficient flood prediction. The proposed of SVM prediction models is for implemented in real-time flood warning system to let the residence to take action immediately. Astronautic Technology (M) Sdn. Bhd. 2015 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/16895/1/Real%20Time%20Flood%20Prediction%20for%20Sungai%20Isap%20Residence%20Using%20Support.pdf Khoo, Chun Keong and Mahfuzah, Mustafa and Ahmad Johari, Mohamad and M. H., Sulaiman (2015) Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine. In: Technology & Applications for Disaster Management International Conference 2015 - Conference Proceeding Book, 27-28 October 2015 , Kuala Lumpur. pp. 26-29.. ISBN 978-983-41773-5-5 http://www.atsbconference.my/wp-content/uploads/2016/04/TADMIC-2015-CONFERENCE-PROCEEDING-BOOK.pdf#page=39
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Khoo, Chun Keong
Mahfuzah, Mustafa
Ahmad Johari, Mohamad
M. H., Sulaiman
Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
description A flood is an extremely dangerous disaster that can wipe away an entire city, coastline, and rural area. The flood caused extensive damage to life and property that has great erosive power and can be extremely destructive. This research explores the use of Support Vector Machine (SVM) method to predict the flood in 2015. Total investigated 29 months data covering from January 2013 until May 2015 in the Sungai Isap Kuantan, Pahang, Malaysia. Rainfall, temperature and river level are considered as a factor of flood. From the experimental, it can be concluded the SVM technique is an efficient flood prediction. The proposed of SVM prediction models is for implemented in real-time flood warning system to let the residence to take action immediately.
format Conference or Workshop Item
author Khoo, Chun Keong
Mahfuzah, Mustafa
Ahmad Johari, Mohamad
M. H., Sulaiman
author_facet Khoo, Chun Keong
Mahfuzah, Mustafa
Ahmad Johari, Mohamad
M. H., Sulaiman
author_sort Khoo, Chun Keong
title Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
title_short Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
title_full Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
title_fullStr Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
title_full_unstemmed Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
title_sort real time flood prediction for sungai isap residence using support vector machine
publisher Astronautic Technology (M) Sdn. Bhd.
publishDate 2015
url http://umpir.ump.edu.my/id/eprint/16895/1/Real%20Time%20Flood%20Prediction%20for%20Sungai%20Isap%20Residence%20Using%20Support.pdf
http://umpir.ump.edu.my/id/eprint/16895/
http://www.atsbconference.my/wp-content/uploads/2016/04/TADMIC-2015-CONFERENCE-PROCEEDING-BOOK.pdf#page=39
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