3 papers
cs.LG2026
UST-GNN: A Unified Spatial--Topological Graph Neural Network Framework for Urban Analytics--Demonstrated through a Case Study on Urban Health Prediction
Minwei Zhao, Sanja Scepanovic, Stephen Law +3
Understanding how social, demographic, environmental, and spatial factors jointly shape urban outcomes is essential for sustainable urban development and evidence-based policy. Tra…
cs.CY2025
Vitamin N: Benefits of Different Forms of Public Greenery for Urban Health
Sanja Å ÄepanoviÄ, Sagar Joglekar, Stephen Law +4
Urban greenery is often linked to better health, yet findings from past research have been inconsistent. One reason is that official greenery metrics measure the amount or nearness…
cs.CV2025
Predicting butterfly species presence from satellite imagery using soft contrastive regularisation
Thijs L van der Plas, Stephen Law, Michael JO Pocock
The growing demand for scalable biodiversity monitoring methods has fuelled interest in remote sensing data, due to its widespread availability and extensive coverage. Traditionall…