Increasing the prediction performance of temporal convolution network using multimodal combination input: Evidence from the study on exchange rates

The currency market is one of the most important financial markets in the world. The exchange rate movement has effect on international trade and capital flow. This study presents a forecasting method for exchange rate based on multi-modal combination market trend. The method facilitates the more ac...

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Bibliographic Details
Main Authors: Xueling Lv, Xiong Xiong, Baojun Geng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2022.1008445/full