Learning to forget in an online fuzzy neural network using dynamic forgetting window

• المؤلف الرئيسي: Tan, Benjamin Kok Loong.
• مؤلفون آخرون: Quek Hiok Chai
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/55039
• المؤسسة: Nanyang Technological University

This proposed architecture of using a Dynamic Window to compute the forgetting factor which would be able to provide thorough analysis of the self-reorganizing approach when applied to time-variant financial market such as S&P-500 index. When handling such large market, drifts and shifts in inev...