Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping

The main objective of this research was to introduce a novel machine learning algorithm of alternating decision tree (ADTree) based on the multiboost (MB), bagging (BA), rotation forest (RF) and random subspace (RS) ensemble algorithms under two scenarios of different sample sizes and raster resolut...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Shirzadi, Ataollah, Soliamani, Karim, Habibnejhad, Mahmood, Kavian, Ataollah, Chapi, Kamran, Shahabi, Himan, Chen, Wei, Khosravi, Khabat, Thai Pham, Binh, Pradhan, Biswajeet, Ahmad, Anuar, Bin Ahmad, Baharin, Tien Bui, Dieu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6263474/
https://ncbi.nlm.nih.gov/pubmed/30400627
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18113777
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