Browsing by Author "Akinori Kamiya"

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    Application of artificial intelligence methods for monsoonal river classification in Selangor river basin, Malaysia
    (Springer, 2021) Yong Jie Wong; Yoshihisa Shimizu; Akinori Kamiya; Luksanaree Maneechot; Khagendra Pralhad Bharambe; Chng Saun Fong; Nik Meriam Nik Sulaiman
    Due to its tropical climate, the impact of seasonal monsoons on river quality is significant, with the increased occurrence of extreme precipitation events; however, there has been little discussion on the application of artificial intelligence models for monsoonal river classification. In light of these, this study had applied artificial neural network (ANN) and support vector machine (SVM) models for monsoonal (dry and wet seasons) river classification using three of the water quality parameters to minimise the cost of river monitoring and associated errors in WQI computation.