Study on Hydrology Time Series Prediction Based on Wavelet-neural Networks

Wavelet-based automated localization and classification of peaks in streamflow data series

“…The discrete wavelet transform (DWT) is a common tool for analyzing localized signal variations within a time series and has been used in most scientific disciplines (Mallat, 2008). Moreover, in combination with artificial neural networks, wavelets have been applied for time series analysis (Zhou et al, 2004) and prediction (Yuelong et al, 2009).…”