Using transformer to predict the price of commodity

• المؤلف الرئيسي: Zhou, Siyu
• مؤلفون آخرون: Wang Lipo
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Transformer
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177390
• المؤسسة: Nanyang Technological University

In this study, we explored the use of the Transformer model for time serial prediction and applied it to commodity price prediction, particularly for specific commodities and gold prices in the market. Given the potential of deep learning in processing large-scale datasets and capturing complex nonl...