Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms

Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms

In this study, we developed multiple hybrid machine-learning models to address parameter optimization limitations and enhance the spatial prediction of landslide susceptibility models. We created a geographic information system database, and our analysis results were used to prepare a landslide inve...

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Bibliographic Details
Main Authors: Abdul-Lateef Balogun, Fatemeh Rezaie, Quoc Bao Pham, Ljubomir Gigović, Siniša Drobnjak, Yusuf A. Aina, Mahdi Panahi, Shamsudeen Temitope Yekeen, Saro Lee
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:Geoscience Frontiers
Subjects:
Landslide
Machine learning
Metaheuristic
Spatial modeling
Support vector regression
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120302449

Internet

http://www.sciencedirect.com/science/article/pii/S1674987120302449

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