Uncertainty quantification of spatiotemporal travel demand with probabilistic graph neural networks
Recent studies have significantly improved the prediction accuracy of travel demand using
graph neural networks. However, these studies largely ignored uncertainty that inevitably …
graph neural networks. However, these studies largely ignored uncertainty that inevitably …
Modeling elasticity, similarity, stochasticity, and congestion in a network equilibrium framework using a paired combinatorial weibit choice model
In the traffic assignment problem for predicting traffic flow patterns in a transportation
network, it is important to account for route overlap and non-identical perception variance in …
network, it is important to account for route overlap and non-identical perception variance in …
From Transportation Equity to Accessibility Capability: A New Framework to Guide Transportation Planning for Older People
S Li - Journal of Planning Literature, 2024 - journals.sagepub.com
Despite increasing attention to theories in transportation equity, few focus on specific social
groups, such as older people. Scholars and practitioners need to better understand the …
groups, such as older people. Scholars and practitioners need to better understand the …
[HTML][HTML] Planning for uncertain transportation futures: Metropolitan planning organizations, emerging technologies, and adaptive transport planning
Abstract In the US, Metropolitan Planning Organizations (MPOs) play a pivotal role in
regional transportation planning. Emerging transportation technologies present new …
regional transportation planning. Emerging transportation technologies present new …
Regulating hazardous material transportation: a scenario-based network design approach with integrated risk-mitigation mechanisms
Integrating both proactive and reactive risk-mitigation mechanisms, this research constructs
a bi-level network design problem for hazardous materials (hazmats) to regulate the carriers' …
a bi-level network design problem for hazardous materials (hazmats) to regulate the carriers' …
[PDF][PDF] Transportation Research Interdisciplinary Perspectives
ABSTRACT In the US, Metropolitan Planning Organizations (MPOs) play a pivotal role in
regional transportation planning. Emerging transportation technologies present new …
regional transportation planning. Emerging transportation technologies present new …