Search results
-
-
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'...
-
-
Title
-
Machine learning of spatial data
-
Author
-
Thill, Jean-Claude, Nikparvar, Behnam
-
Date Created
-
2021
-
Subjects--Topical
-
Machine learning, Geospatial data
-
Description
-
Properties of spatially explicit data are often ignored or inadequately handled in machine learning for spatial domains of application. At the same time, resources that would identify these properties and investigate their influence and methods to...