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...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Astronautic Technology (M) Sdn. Bhd.
2015
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/16895/1/Real%20Time%20Flood%20Prediction%20for%20Sungai%20Isap%20Residence%20Using%20Support.pdf |
| _version_ | 1825823591010140160 |
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| 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 |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T12:13:28Z |
| format | Conference or Workshop Item |
| id | UMPir16895 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:13:28Z |
| publishDate | 2015 |
| publisher | Astronautic Technology (M) Sdn. Bhd. |
| record_format | dspace |
| spelling | UMPir168952018-04-11T01:27:32Z 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 (Published) http://www.atsbconference.my/wp-content/uploads/2016/04/TADMIC-2015-CONFERENCE-PROCEEDING-BOOK.pdf#page=39 |
| 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 |
| title | 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_short | 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 |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/16895/1/Real%20Time%20Flood%20Prediction%20for%20Sungai%20Isap%20Residence%20Using%20Support.pdf |
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