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An introduction to learning algorithms and potential applications in geomorphometry and Earth surface dynamics

Valentine, Andrew; Kalnins, Lara M.


"Learning algorithms" are a class of computational tool designed to infer information from a data set, and then apply that information predictively. They are particularly well suited to complex pattern recognition, or to situations where a mathematical relationship needs to be modelled but where the underlying processes are not well understood, are too expensive to compute, or where signals are over-printed by other effects. If a representative set of examples of the relationship can be...[Show more]

CollectionsANU Research Publications
Date published: 2016
Type: Journal article
Source: Earth Surface Dynamics
DOI: 10.5194/esurf-4-445-2016
Access Rights: Open Access


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