218 citations · 811 across the 19 of their papers we have counts for
3 papers · 1 filter
Deep residential representations: Using unsupervised learning to unlock elevation data for geo-demographic prediction
Matthew Stevenson, Christophe Mues, Cristián Bravo
LiDAR (short for "Light Detection And Ranging" or "Laser Imaging, Detection, And Ranging") technology can be used to provide detailed three-dimensional elevation maps of urban and…
Improving healthcare access management by predicting patient no-show behaviour
David Barrera Ferro, Sally Brailsford, Cristián Bravo +1
Low attendance levels in medical appointments have been associated with poor health outcomes and efficiency problems for service providers. To address this problem, healthcare mana…
The value of text for small business default prediction: A deep learning approach
Matthew Stevenson, Christophe Mues, Cristián Bravo
Compared to consumer lending, Micro, Small and Medium Enterprise (mSME) credit risk modelling is particularly challenging, as, often, the same sources of information are not availa…