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Modelling Urban Dynamics with Multi-Modal Graph Convolutional Networks
Relative to state-of-the-art deep learning models, our model reduces the RSME by ~ 28% in London and ~ 13% in Paris.
Modelling Cooperation and Competition in Urban Retail Ecosystems with Complex Network Metrics
Lastly, we build a supervised machine learning model to predict the impact of a given new venue on its local retail ecosystem.
Mobile Recognition of Wikipedia Featured Sites using Deep Learning and Crowd-sourced Imagery
Rendering Wikipedia content through mobile and augmented reality mediums can enable new forms of interaction in urban-focused user communities facilitating learning, communication and knowledge exchange.
Discovering Latent Patterns of Urban Cultural Interactions in WeChat for Modern City Planning
Cultural activity is an inherent aspect of urban life and the success of a modern city is largely determined by its capacity to offer generous cultural entertainment to its citizens.
