A Universal Model for Human Mobility Prediction
Predicting human mobility is crucial for urban planning, traffic control, and emergency
response. Mobility behaviors can be categorized into individual and collective, and these …
response. Mobility behaviors can be categorized into individual and collective, and these …
Large Language Models are Zero-Shot Next Location Predictors
Predicting the locations an individual will visit in the future is crucial for solving many societal
issues like disease diffusion and reduction of pollution among many others. The models …
issues like disease diffusion and reduction of pollution among many others. The models …
Enhancing stop location detection for incomplete urban mobility datasets
M Bertè, R Ibrahimli, L Koopmans, P Valgañón… - arxiv preprint arxiv …, 2024 - arxiv.org
Stop location detection, within human mobility studies, has an impacts in multiple fields
including urban planning, transport network design, epidemiological modeling, and socio …
including urban planning, transport network design, epidemiological modeling, and socio …
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction
Predicting human mobility across multiple cities presents significant challenges due to the
complex and diverse spatial-temporal dynamics inherent in different urban environments. In …
complex and diverse spatial-temporal dynamics inherent in different urban environments. In …
Optimal structures and collective dynamics of human flows in transportation networks.
S Bontorin - 2024 - iris.unitn.it
This thesis explores the dynamical and structural properties of human mobility within urban
environments through the lens of complex systems and network science. Beginning with an …
environments through the lens of complex systems and network science. Beginning with an …