Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)

The most dangerous landslide disasters always cause serious economic losses and human deaths. The contribution of this work is to present an integrated landslide modelling framework, in which an adaptive neuro-fuzzy inference system (ANFIS) is combined with the two optimization algorithms of whale o...

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Bibliographic Details
Published in:	Applied sciences Vol. 9; no. 18; p. 3755
Main Authors:	Chen, Wei, Hong, Haoyuan, Panahi, Mahdi, Shahabi, Himan, Wang, Yi, Shirzadi, Ataollah, Pirasteh, Saied, Alesheikh, Ali Asghar, Khosravi, Khabat, Panahi, Somayeh, Rezaie, Fatemeh, Li, Shaojun, Jaafari, Abolfazl, Bui, Dieu Tien, Bin Ahmad, Baharin
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.09.2019
Subjects:	Accuracy Altitude China evolutionary optimization algorithm Fuzzy logic GDP Gene expression goodness-of-fit Gross Domestic Product Land use landslide Landslides & mudslides Lithology machine learning Neural networks Optimization algorithms prediction accuracy Remote sensing Rivers Support vector machines United States > US China
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
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