Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning
There is a pressing need to study spatial heterogeneity of ridesourcing usage determinants
to develop better-targeted transportation and land use policies. This study incorporates …
to develop better-targeted transportation and land use policies. This study incorporates …
Hurricane evacuation analysis with large-scale mobile device location data during hurricane Ian
Hurricane Ian is one of the deadliest and costliest Atlantic hurricanes with 2.5 million people
ordered to evacuate. As hurricanes are becoming increasingly severe in the context of …
ordered to evacuate. As hurricanes are becoming increasingly severe in the context of …
Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis
Situational awareness refers to the capacity to perceive and comprehend the present
context and anticipate forthcoming events, which plays a critical role in aiding decision …
context and anticipate forthcoming events, which plays a critical role in aiding decision …
ICN: Interactive convolutional network for forecasting travel demand of shared micromobility
Accurate shared micromobility demand predictions are essential for transportation planning
and management. Although deep learning methods provide robust mechanisms to tackle …
and management. Although deep learning methods provide robust mechanisms to tackle …
[PDF][PDF] Scooter-Share Travel Demand Forecast: A Context-Aware LSTM Recurrent Neural Network Approach
JJ PI, Y Xu - 2024 - sites.utexas.edu
Shared micromobility has been popular in many cities in the US The rise of shared
micromobility brings significant operational challenges such as fleet management and …
micromobility brings significant operational challenges such as fleet management and …
Investigating wildfire evacuation decisions using hybrid choice modeling
Wildfires pose a significant threat to thousands of communities worldwide. Today,
implementing effective evacuations is a key strategy to reduce the impact of these disasters …
implementing effective evacuations is a key strategy to reduce the impact of these disasters …