Housing price prediction using convolutional transformer

• Main Author: Ma, Weilun
• Other Authors: Wang Lipo
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; ConvTrans
• Online Access: https://hdl.handle.net/10356/173711
• Institution: Nanyang Technological University

Since the paper ”Attention is All You Need” came out in 2017, the trans former (TF) model has greatly attracted the interest of many scholars. However, for housing price data sets with multiple features and irregular price changes, the original TF shows the weakness that its self-attention calculati...