Combining Evolutionary Algorithms and Machine Learning Models in Landslide Susceptibility Assessments

The main objective of the present study is to introduce a novel predictive model that combines evolutionary algorithms and machine learning (ML) models, so as to construct a landslide susceptibility map. Genetic algorithms (GA) are used as a feature selection method, whereas the particle swarm optim...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Wei Chen, Yunzhi Chen, Paraskevas Tsangaratos, Ioanna Ilia, Xiaojing Wang
Format:	Article
Language:	English
Published:	MDPI AG 2020-11-01
Subjects:	landslide susceptibility feature selection optimizing structural parameters evolutionary algorithms genetic algorithms particle swarm optimization
Online Access:	https://www.mdpi.com/2072-4292/12/23/3854