Data augmentation and mixup techniques for stock returns prediction

• 主要作者: Tan, Regan Yik Rong
• 其他作者: Bo An
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Mathematical Sciences; Other; Quantitative finance; Stocks; Data science; Machine learning
• 在線閱讀: https://hdl.handle.net/10356/175462
• 機構: Nanyang Technological University

In financial forecasting, the caliber of data underpinning models is critical for precision in predicting market trends. This research investigates the efficacy of data aug- mentation, a technique widely used in domains such as image processing, applied to financial time series. We assess how method...