Henry Crosby

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This paper introduces a novel four-stage methodology for real-estate valuation. This research shows that space, property, economic, neighbourhood and time features are all contributing factors in producing a house price predictor in which validation shows a 96.6% accuracy on Gaussian Process Regression beating regression-kriging, random forests and an(More)
The paper describes a novel approach for building a UK-wide Automated Land Valuation Model and its implementation into commercial online software. We examine existing approaches to land valuation used in the UK, notably Trade Area Analysis, Spatial Interaction and Comparable Sales. We make the case that land use analysis, demographics and societal(More)
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