Attention-based security price prediction with transformer fuzzy deep neural network (TFDNN)

• المؤلف الرئيسي: Wijaya, Timothy Larry
• مؤلفون آخرون: Quek Hiok Chai
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Artificial intelligent; Algorithm finance; Fuzzy; Neural network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175190
• المؤسسة: Nanyang Technological University

This research paper explores the application of Transformer architecture as a Fuzzy Neural Network (FNN) for predicting security prices. The Transformer model, known for its prowess in handling sequence-to-sequence problems, is adapted to accommodate the intricacies of financial data forecasting. Le...