Tensor decomposition for spatial-temporal traffic flow prediction with sparse data

• Main Authors: Yang, Funing, Liu, Guoliang, Huang, Liping, Chin, Cheng Siong
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2021
• 主題: Engineering::Electrical and electronic engineering; Tensor Decomposition; Traffic Flow
• 在線閱讀: https://hdl.handle.net/10356/145688

Urban transport traffic surveillance is of great importance for public traffic control and personal travel path planning. Effective and efficient traffic flow prediction is helpful to optimize these real applications. The main challenge of traffic flow prediction is the data sparsity problem, meanin...