2 citations · 3 across the 5 of their papers we have counts for
5 papers
AI vs Human Expert Reasoning: Assessing Agreements in Building Typology Predictions based on Street View Imagery
Zahratu Shabrina, Muhammad Asa, Jin Rui +2
This research investigates the potential of Vision-Language Models (VLMs) to infer building typologies: Construction, Current Use, and Storeys from Google Street View (GSV) images.…
Advancing Spatiotemporal Prediction using Artificial Intelligence: Extending the Framework of Geographically and Temporally Weighted Neural Network (GTWNN) for Differing Geographical and Temporal Contexts
Nicholas Robert Fisk, Matthew Ng Kok Ming, Zahratu Shabrina
This paper aims at improving predictive crime models by extending the mathematical framework of Artificial Neural Networks (ANNs) tailored to general spatiotemporal problems and ap…
From Urban Clusters to Megaregions: Mapping Australia's Evolving Urban Regions
M. K. M Ng, Z. Shabrina, S. Sarkar +2
This study employs percolation theory to investigate the hierarchical organisation of Australian urban centres through the connectivity of their road networks. The analysis demonst…
Airbnb, hotels, and saturation of the food industry: A multi-scale GWR approach
Zahratu Shabrina, Boyana Buyuklieva, Matthew Ng Kok Ming
This paper evaluates the relationship between the food industry and the local variations of temporary accommodation (TAs, including hotels and short-term rentals). The aim is to ca…
Airbnb's disruption of the housing structure in London
Zahratu Shabrina, Elsa Arcaute, Michael Batty
This paper explores Airbnb, a peer-to-peer platform for short-term rental of housing accommodation, examining the geographical pattern of those establishments using data from Londo…