A hybrid model for monthly time series forecasting

• Main Authors: Pandhiani, Siraj Muhammed, Shabri, Ani
• Format: Article
• Published: Natural Sciences Publishing Co. 2015
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/55471/; http://dx.doi.org/10.12785/amis/090622
• Institution: Universiti Teknologi Malaysia

This study aims to propose a hydrological model for estimating the future value for monthly river flow. The proposed model was constructed by combining three components: i.e. Discrete Wavelet Transform (DWT), Principal Component Analysis (PCA) and Least Square Support Vector Machine (LSSVM). The fir...