Predicting and explaining parking space sharing behaviors using LightGBM and SHAP with individual heterogeneity considered
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DOI: 10.1080/19427867.2024.2392332
Abstract: ABSTRACT Shared parking plays a crucial role in alleviating parking pressure, but the heterogeneity of potential suppliers’ intentions was often ignored. This study addresses this gap by adopting an interpretable Machine Learning (ML) framework to… read more here.
Keywords: sharing behaviors; shared parking; parking space; heterogeneity ... See more keywords
Matching Methods of Shared Parking Slots Considering Overdue Parking Behavior
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DOI: 10.3390/su162411253
Abstract: With the continuous increase in the number of vehicles worldwide, parking challenges have become more severe, making it a shared goal for governments to alleviate parking difficulties in urban centers. Shared parking has emerged as… read more here.
Keywords: overdue parking; shared parking; decision; model ... See more keywords