Landslide Susceptibility Assessment using Skyline Operator and Majority Voting

Alev Mutlu, Furkan Goz, Kubra Koksal, Arzu Erener
2019 Sakarya University Journal of Science  
Landslide susceptibility assessment is the problem of determining the likelihood of a landslide to occur in a particular area based on the geological and morphological properties of the area. In this study, we propose a method wherein skyline operator is used to model landslides and majority voting is used to assess landslide susceptibility. Experiments conducted on a real life data set showed that the proposed method achieves 83.07% classification accuracy and is superior over most commonly
more » ... d techniques for landslide susceptibility assessment such as logistic regression, support vector machines and artificial neural network.
doi:10.16984/saufenbilder.479801 fatcat:zg4qqzw4vnegnnbjeoyv7jkm6a