詳情
識別號
stcompfyp:127
題名
Graph embeddings for predicting traffic accident black spots
作品類型
Final Year Project/Work
系列 / 集 / 庫
S&T Best Computing Projects
創建者
Lo, Ka Ho (group member)
Cheng, Wang To (group member)
Cheung, Hang Tak (group member)
Lui, Kwok Fai Andrew 呂國輝 (supervisor)
學院 / 部門
School of Science and Technology (S&T) 
課程
Bachelor of Computing with Honours in Internet Technology
日期
2021
摘要
The aim of the project is to use observational data to build a deep machine learning model to model the relation between the accident proneness and road network structure design, road installations, and road local properties. In conclusion, this model provides a basis for improving the conditions of traffic facilities and enhancing traffic safety.
資料類型
PDF
語言
English
資料描述
5 pages.
獎項
1st runner-up, Final Year Project (FYP) Competition (18th), 2021 (IEEE(HK) Computational Intelligence Chapter, Institute of Electrical and Electronics Engineers Hong Kong Section)
關鍵字
traffic safety; computer algorithms; deep learning (machine learning)
存取限制
Public Access
固定連結