3 papers
stat.AP2026
Design and Validation of a Grid-based Home Detection via Stay-Time (GHOST) Software for Mobile Location Data
Alessandra Recalde, Mustafa Sameen, Xiaojian Zhang +1
Accurately detecting home locations from GPS data generated by mobile devices is a foundational step in human mobility research, with significant implications for transportation pl…
stat.AP2026
Evacuation destination choices during Hurricane Ian: A direct demand modeling approach
Alessandra Recalde, Luyu Liu, Xiaojian Zhang +3
Hurricanes are causing unprecedented damage to the natural environment, infrastructure, and communities. Understanding evacuation behavior is essential for improving emergency prep…
cs.AI2025
Synthesizing Attitudes, Predicting Actions (SAPA): Behavioral Theory-Guided LLMs for Ridesourcing Mode Choice Modeling
Mustafa Sameen, Xiaojian Zhang, Xilei Zhao
Accurate modeling of ridesourcing mode choices is essential for designing and implementing effective traffic management policies for reducing congestion, improving mobility, and al…