Comparison between Deep Learning and Tree-Based Machine Learning Approaches for Landslide Susceptibility Mapping

Comparison between Deep Learning and Tree-Based Machine Learning Approaches for Landslide Susceptibility Mapping

The efficiency of deep learning and tree-based machine learning approaches has gained immense popularity in various fields. One deep learning model viz. convolution neural network (CNN), artificial neural network (ANN) and four tree-based machine learning models, namely, alternative decision tree (A...

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Bibliographic Details
Main Authors: Sunil Saha, Jagabandhu Roy, Tusar Kanti Hembram, Biswajeet Pradhan, Abhirup Dikshit, Khairul Nizam Abdul Maulud, Abdullah M. Alamri
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Water
Subjects:
landslide
deep learning model
tree-based machine learning model
ridge regression
GIS
East Sikkim Himalaya
Online Access:https://www.mdpi.com/2073-4441/13/19/2664

Internet

https://www.mdpi.com/2073-4441/13/19/2664

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