A Deep Coupled LSTM Approach for USD/CNY Exchange Rate Forecasting

Wei Cao,Weidong Zhu,Wenjun Wang,Yves Demazeau,Chen Zhang

IEEE Intelligent Systems（2020）

引用 17|浏览6

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摘要

Forecasting CNY exchange rate accurately is a challenging task due to its complex coupling nature, which includes market-level coupling from interactions with multiple financial markets, macrolevel coupling from interactions with economic fundamentals, and deep coupling from interactions of the two aforementioned kinds of couplings. This study develops a new deep coupled long short-term memory (LS...

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关键词

Couplings,Exchange rates,Forecasting,Logic gates,Indexes,Intelligent systems

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