An Assessment of the Use of an Advanced Neural Network Model with Five Different Training Strategies for the Preparation of Landslide Susceptibility Maps

Susceptibility Maps ◽

Training Strategies ◽

Comparison and Validation of Landslide Susceptibility Maps Using an Artificial Neural Network Model for Three Test Areas in Malaysia

Environmental and Engineering Geoscience ◽

10.2113/gseegeosci.16.2.107 ◽

2010 ◽

Vol 16 (2) ◽

pp. 107-126 ◽

Cited By ~ 81

Author(s):

B. PRADHAN ◽

M. F. BUCHROITHNER

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Susceptibility Maps ◽

Artificial Neural ◽

Landslide Susceptibility Mapping: an Assessment of the Use of an Advanced Neural Network Model with Five Different Training Strategies

Artificial Neural Networks - Application ◽

10.5772/15738 ◽

2011 ◽

Cited By ~ 2

Author(s):

Biswajeet Pradha ◽

Shattri Mansor ◽

Saied Pirasteh

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Susceptibility Mapping ◽

Landslide Susceptibility Mapping ◽

Training Strategies

Validation of an artificial neural network model for landslide susceptibility mapping

Environmental Earth Sciences ◽

10.1007/s12665-009-0188-0 ◽

2009 ◽

Vol 60 (3) ◽

pp. 473-483 ◽

Cited By ~ 62

Author(s):

Jaewon Choi ◽

Hyun-Joo Oh ◽

Joong-Sun Won ◽

Saro Lee

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Susceptibility Mapping ◽

Landslide Susceptibility Mapping ◽

Artificial Neural

A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses

Computers Environment and Urban Systems ◽

10.1016/j.compenvurbsys.2009.12.004 ◽

2010 ◽

Vol 34 (3) ◽

pp. 216-235 ◽

Cited By ~ 145

Author(s):

Biswajeet Pradhan ◽

Saro Lee ◽

Manfred F. Buchroithner

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Back Propagation ◽

Back Propagation Neural Network

A neural network model applied to landslide susceptibility analysis (Capitanejo, Colombia)

Geomatics Natural Hazards and Risk ◽

10.1080/19475705.2018.1513083 ◽

2018 ◽

Vol 9 (1) ◽

pp. 1106-1128 ◽

Cited By ~ 12

Author(s):

Joaquín Andrés Valencia Ortiz ◽

Antonio Miguel Martínez-Graña

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Susceptibility Analysis

Discussion on “Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS” by Choi et al. (2012), Engineering Geology, 124, 12–23

Engineering Geology ◽

10.1016/j.enggeo.2012.01.008 ◽

2012 ◽

Vol 129-130 ◽

pp. 104-105 ◽

Cited By ~ 7

Author(s):

C. Gokceoglu

Keyword(s):

Neural Network ◽

Logistic Regression ◽

Engineering Geology ◽

Network Models ◽

Neural Network Models ◽

Susceptibility Maps ◽

Artificial Neural Network Models ◽

A comparative study of landslide susceptibility maps using logistic regression, frequency ratio, decision tree, weights of evidence and artificial neural network

Geosciences Journal ◽

10.1007/s12303-015-0026-1 ◽

2015 ◽

Vol 20 (1) ◽

pp. 117-136 ◽

Cited By ~ 79

Author(s):

Liang-Jie Wang ◽

Min Guo ◽

Kazuhide Sawada ◽

Jie Lin ◽

Jinchi Zhang

Keyword(s):

Neural Network ◽

Logistic Regression ◽

Decision Tree ◽

Comparative Study ◽

Frequency Ratio ◽

Weights Of Evidence ◽

Susceptibility Maps ◽

Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS

Engineering Geology ◽

10.1016/j.enggeo.2011.09.011 ◽

2012 ◽

Vol 124 ◽

pp. 12-23 ◽

Cited By ~ 162

Author(s):

Jaewon Choi ◽

Hyun-Joo Oh ◽

Hong-Jin Lee ◽

Changwook Lee ◽

Saro Lee

Keyword(s):

Neural Network ◽

Logistic Regression ◽

Frequency Ratio ◽

Network Models ◽

Neural Network Models ◽

Susceptibility Maps ◽

Artificial Neural Network Models ◽

Earthquake-triggered landslide susceptibility mapping in the 2010 Yushu, China earthquake struck area using artificial neural network model

Global View of Engineering Geology and the Environment ◽

10.1201/b15794-36 ◽

2013 ◽

pp. 217-223 ◽

Cited By ~ 1

Author(s):

Chong Xu

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Susceptibility Mapping ◽

Landslide Susceptibility Mapping ◽

China Earthquake ◽

Artificial Neural

Comparison and evaluation of landslide susceptibility maps obtained from weight of evidence, logistic regression, and artificial neural network models

Natural Hazards ◽

10.1007/s11069-018-3299-7 ◽

2018 ◽

Vol 93 (1) ◽

pp. 249-274 ◽

Cited By ~ 31

Author(s):

Christos Polykretis ◽

Christos Chalkias

Keyword(s):

Neural Network ◽

Logistic Regression ◽

Network Models ◽

Weight Of Evidence ◽

Neural Network Models ◽

Susceptibility Maps ◽

Artificial Neural Network Models ◽