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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263474/
https://www.ncbi.nlm.nih.gov/pubmed/30400627
http://dx.doi.org/10.3390/s18113777

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263474/
https://www.ncbi.nlm.nih.gov/pubmed/30400627
http://dx.doi.org/10.3390/s18113777

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