Runoff forecasting using fuzzy support vector regression
The Runoff forecasting is an important factor in river basin management. In this paper, we use fuzzy support vector machine regression (FSVMR) to predict the Runoff of Yom River at Sukhothai province, Thailand. The results show that the FSVMR is a suitable method in forecasting Runoff.
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2014
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th-cmuir.6653943832-13662014-08-29T09:29:13Z Runoff forecasting using fuzzy support vector regression Wiriyarattanakul S. Auephanwiriyakul S. Theera-Umpon N. The Runoff forecasting is an important factor in river basin management. In this paper, we use fuzzy support vector machine regression (FSVMR) to predict the Runoff of Yom River at Sukhothai province, Thailand. The results show that the FSVMR is a suitable method in forecasting Runoff. 2014-08-29T09:29:13Z 2014-08-29T09:29:13Z 2008 Conference Paper 9781424425655 10.1109/ISPACS.2009.4806713 77324 http://www.scopus.com/inward/record.url?eid=2-s2.0-66749192857&partnerID=40&md5=ebb455863ec6c6567500ca7a15b0c422 http://cmuir.cmu.ac.th/handle/6653943832/1366 English |
| institution |
Chiang Mai University |
| building |
Chiang Mai University Library |
| country |
Thailand |
| collection |
CMU Intellectual Repository |
| language |
English |
| description |
The Runoff forecasting is an important factor in river basin management. In this paper, we use fuzzy support vector machine regression (FSVMR) to predict the Runoff of Yom River at Sukhothai province, Thailand. The results show that the FSVMR is a suitable method in forecasting Runoff. |
| format |
Conference or Workshop Item |
| author |
Wiriyarattanakul S. Auephanwiriyakul S. Theera-Umpon N. |
| spellingShingle |
Wiriyarattanakul S. Auephanwiriyakul S. Theera-Umpon N. Runoff forecasting using fuzzy support vector regression |
| author_facet |
Wiriyarattanakul S. Auephanwiriyakul S. Theera-Umpon N. |
| author_sort |
Wiriyarattanakul S. |
| title |
Runoff forecasting using fuzzy support vector regression |
| title_short |
Runoff forecasting using fuzzy support vector regression |
| title_full |
Runoff forecasting using fuzzy support vector regression |
| title_fullStr |
Runoff forecasting using fuzzy support vector regression |
| title_full_unstemmed |
Runoff forecasting using fuzzy support vector regression |
| title_sort |
runoff forecasting using fuzzy support vector regression |
| publishDate |
2014 |
| url |
http://www.scopus.com/inward/record.url?eid=2-s2.0-66749192857&partnerID=40&md5=ebb455863ec6c6567500ca7a15b0c422 http://cmuir.cmu.ac.th/handle/6653943832/1366 |
| _version_ |
1681419657219670016 |