Traffic Speed Prediction of Urban Road Network Based on High Importance Links Using XGB and SHAP
Author:
Affiliation:
1. Multimodal Planning and Environment Division, Texas A&M Transportation Institute, Bryan, TX, USA
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/10005208/10283835.pdf?arnumber=10283835
Reference34 articles.
1. Travel time prediction using gated recurrent unit and spatio-temporal algorithm
2. Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting;yu;arXiv 1709 04875,2017
3. Effects of loop detector position on the macroscopic fundamental diagram
4. Traffic Speed Prediction Under Non-Recurrent Congestion: Based on LSTM Method and BeiDou Navigation Satellite System Data
5. Travel Time Prediction: Based on Gated Recurrent Unit Method and Data Fusion
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