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Is A 15-minute City within Reach in the United States? An Investigation of Activity-Based Mobility Flows in the 12 Most Populous US Cities
Enhanced efforts in the transportation sector should be implemented to mitigate the adverse effects of CO2 emissions resulting from zoning-based planning paradigms.
Modeling Link-level Road Traffic Resilience to Extreme Weather Events Using Crowdsourced Data
Climate changes lead to more frequent and intense weather events, posing escalating risks to road traffic.
Are Generation Z Less Car-centric Than Millennials? A Nationwide Analysis Through the Lens of Youth Licensing
The debate on whether young Americans are becoming less reliant on automobiles is still ongoing.
Generational Differences in Automobility: Comparing America's Millennials and Gen Xers Using Gradient Boosting Decision Trees
Whether the Millennials are less auto-centric than the previous generations has been widely discussed in the literature.
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework
To reduce this research gap and learn human mobility knowledge from this fixed travel behaviors, we propose a multi-pattern passenger flow prediction framework, MPGCN, based on Graph Convolutional Network (GCN).
