Multiresolution analysis of S&P500 time series
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DOI: 10.1007/s10479-016-2215-3
Abstract: Time series analysis is an essential research area for those who are dealing with scientific and engineering problems. The main objective, in general, is to understand the underlying characteristics of selected time series by using… read more here.
Keywords: multiresolution analysis; time; time series;
Combining Deep Learning and Multiresolution Analysis for Stock Market Forecasting
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DOI: 10.1109/access.2021.3051872
Abstract: Due to its complexity, financial time-series forecasting is regarded as one of the most challenging problems. During the past two decades, nonlinear modeling techniques, such as artificial neural networks, were commonly employed to solve a… read more here.
Keywords: time; combining deep; multiresolution analysis; deep learning ... See more keywords