A fundamental diagram based hybrid framework for traffic flow estimation and prediction by combining a Markovian model with deep learning. - Yuyan Annie Pan; Jifu Guo; Yanyan Chen; Qixiu Cheng; Wenhao Li; Yanyue Liu (Expert Syst. Appl., 2024)