River basin flood prediction using support vector machines

• Main Authors: Theera-Umpon N., Auephanwiriyakul S., Suteepohnwiroj S., Pahasha J., Wantanajittikul K.
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2014
• 在線閱讀: http://www.scopus.com/inward/record.url?eid=2-s2.0-56349114505&partnerID=40&md5=0947b5417adc39175d7eaee7449c43eb; http://cmuir.cmu.ac.th/handle/6653943832/1379
• 機構: Chiang Mai University

This paper presents a river flood prediction technique using support vector machine (SVM). We investigated the 2-year data covering 2005 and 2006 and 7 crucial river floods that occurred in the downtown of Chiang Mai, Thailand. Past and current river levels of the 3 gauging stations are utilized as...