Machine Learning-Based Ranking of Factors Influencing Human Movement Purposes for Supporting Human-Infrastructure Interaction Modeling

Author:

Zhang Lan12,Liu Kaijian12

Affiliation:

1. Graduate Student, Dept. of Civil, Environmental, and Ocean Engineering, Stevens Institute of Technology, Hoboken, NJ.

2. Assistant Professor, Dept. of Civil, Environmental, and Ocean Engineering, Stevens Institute of Technology, Hoboken, NJ.

Publisher

American Society of Civil Engineers

Reference14 articles.

1. ASCE. (2021). 2021 Report Card for America’s Infrastructure.

2. Bryan Conroy and Paul Sajda. (2012). “Fast, Exact Model Selection and Permutation Testing for L2-Regularized Logistic Regression.” in Proceedings of the 15th International Conference on Artificial Intelligence and Statistics 2012, La Palma, Canary Islands.

3. Evaluating the feasibility of a passive travel survey collection in a complex urban environment: Lessons learned from the New York City case study;Chen C.;Transp. Res. Part A Policy Pract,2010

4. CMPA (Chicago Metropolitan Agency for Planning). (2023). My Daily Travel Survey.

5. FHDA (Federal Highway Administration). (2023). National Household Travel Survey.

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