1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.CV2025
Scalable Dynamic Origin-Destination Demand Estimation Enhanced by High-Resolution Satellite Imagery Data
Jiachao Liu, Pablo Guarda, Koichiro Niinuma +1
This study presents a novel integrated framework for dynamic origin-destination demand estimation (DODE) in multi-class mesoscopic network models, incorporating high-resolution sat…
cs.LG2024★ 1 cited
Traffic estimation in unobserved network locations using data-driven macroscopic models
Pablo Guarda, Sean Qian
This paper leverages macroscopic models and multi-source spatiotemporal data collected from automatic traffic counters and probe vehicles to accurately estimate traffic flow and tr…
stat.AP2022
Statistical inference of travelers' route choice preferences with system-level data
Pablo Guarda, Sean Qian
Traditional network models encapsulate travel behavior among all origin-destination pairs based on a simplified and generic utility function. Typically, the utility function consis…