Urban Semantics

Mapping the Semantics of the Street: A VLM-Driven Geospatial Analysis in Fatih, Istanbul
Deploys Vision-Language Models on street-level imagery across Fatih, Istanbul, extracting multi-attribute urban semantics and mapping vibrancy.
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A Graph-Based Community Detection Approach for Identifying the Semantic Neighbourhoods within London's Airbnb Properties
Awarded the Best Short Paper Award at the 29th AGILE Conference. Delineates semantic urban neighbourhoods in London using graph community detection on property listings.
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