Deep learning and time series-to-image encoding for financial forecasting
IEEE/CAA Journal of Automatica Sinica(2020)
摘要
In the last decade, market financial forecasting has attracted high interests amongst the researchers in pattern recognition. Usually, the data used for analysing the market, and then gamble on its future trend, are provided as time series; this aspect, along with the high fluctuation of this kind of data, cuts out the use of very efficient classification tools, very popular in the state of the ar...
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关键词
Time series analysis,Forecasting,Market research,Indexes,Encoding,Imaging,Predictive models
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