Integrating Travel Survey and Amap API Data Into Travel Mode Choice Analysis With Interpretable Machine Learning Models: A Case Study in China

Authors: Li Tang, Xuan Lin, Jingcai Yu, Chuanli Tang

Source: IEEE Access, Vol 13, Pp 27852-27867 (2025)

Subject Terms: Travel mode choice, revealed choice survey, Amap API data, XGB method, SHAP analysis, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10878989/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/fb4a6d18f54d452cb71ef51a071152a0

Understanding the effect of sociodemographic and psychological latent characteristics on flex-route transit acceptance.

Authors: Jingcai Yu, Wenquan Li, Jin Zhang, Rongrong Guo, Yan Zheng

Source: PLoS ONE, Vol 18, Iss 2, p e0279058 (2023)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/84ba2f71fb874daf84f5a7bc4338a350

Applicability Analysis of a Line-Based Hybrid Transit System in Different Road Structures.

Authors: Rongrong Guo, Yan Zheng, Jin Zhang, Jingcai Yu, Wenquan Li

Source: Journal of Transportation Engineering. Part A. Systems; Jul2024, Vol. 150 Issue 7, p1-12, 12p

Subject Terms: SUPPLY & demand, PUBLIC transit, SENSITIVITY analysis, PUBLIC transit ridership, ROADS, TERMINALS (Transportation)