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Machine learning on the COVID-19 pandemic, human mobility and air quality : a review
Title
Machine learning on the COVID-19 pandemic, human mobility and air quality : a review
Author
Thill, Jean-Claude, Rahman, Md. Mokhlesur, Paul, Kamal Chandra
Date Created
2021
Subjects--Topical
Machine learning, COVID-19 (Disease)
Description
The ongoing COVID-19 global pandemic is touching every facet of human lives (e.g., public health, education, economy, transportation, and the environment). This novel pandemic and non-pharmaceutical interventions of lockdown and confinement implem...
Non-linear associations between the urban built environment and commuting modal split : a random forest approach and SHAP evaluation
Title
Non-linear associations between the urban built environment and commuting modal split : a random forest approach and SHAP evaluation
Author
Thill, Jean-Claude, Hatami, Faizeh, Rahman, Md. Mokhlesur, Nikparvar, Behnam
Date Created
2023
Subjects--Topical
Commuting, Statistics
Description
The study of commuting mode choice is crucial since driving, with all its associated environmental and economic consequences, is the United States' most popular mode of transportation due to urban sprawl, priority to road construction and America'...