2 papers
cs.LG2025
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…
physics.soc-ph2024
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…