Singapore/US dollar exchange rate forecasting using transformers

• 主要作者: Zheng, Peirong
• 其他作者: Wang Lipo
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Business::Finance::Foreign exchange
• 在線閱讀: https://hdl.handle.net/10356/171540
• 機構: Nanyang Technological University

The dissertation presents a detailed survey of methodologies utilizing Transformer models for the purpose of predicting currency exchange rates. Time series data is a crucial component in multiple scientific and engineering fields, and it includes exchange rates as a key form of data. This study pre...