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Applying artificial neural networks in slope stability related phenomena

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P. Tsangaratos, A. Benardos
P. Tsangaratos, A. Benardos

Abstract


Over the past years, Artificial Neural Networks (ANN) have been successfully used for the modelling in a great number of geoscience applications. In this paper we discuss the architecture and the way ANN work, presenting a specific learning algorithm which has been applied in the estimation of landslide susceptibility within a GIS environment.

Keywords


Landslide Susceptibility; Data Mining; Artificial Neural Networks; Geographic Information System

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Copyright (c) 2016 P. Tsangaratos, A. Benardos

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