Landslide susceptibility assessment in the Nantian area of China: a comparison of frequency ratio model and support vector machine

Landslide susceptibility mapping based on self-organizing-map network and extreme learning machine

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

Landslide displacement prediction based on multivariate chaotic model and extreme learning machine

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

Prediction of groundwater levels using evidence of chaos and support vector machine

(2017) Faming Huang et al.   JOURNAL OF HYDROINFORMATICS

A GIS-based comparative study of frequency ratio, statistical index and weights-of-evidence models in landslide susceptibility mapping

(2016) Wei Chen et al.   Arabian Journal of Geosciences

Landslide susceptibility assessment using frequency ratio, statistical index and certainty factor models for the Gangu County, China

(2016) Yanli Wu et al.   Arabian Journal of Geosciences

Spatial prediction of landslide susceptibility using integrated frequency ratio with entropy and support vector machines by different kernel functions

(2016) Wei Chen et al.   Environmental Earth Sciences

GIS based frequency ratio and index of entropy models to landslide susceptibility mapping (Daguan, China)

(2016) Qiqing Wang et al.   Environmental Earth Sciences

Landslide displacement prediction using discrete wavelet transform and extreme learning machine based on chaos theory

(2016) Faming Huang et al.   Environmental Earth Sciences

GIS-based landslide susceptibility analysis using frequency ratio and evidential belief function models

(2016) Ziwen Zhang et al.   Environmental Earth Sciences

Evaluation of landslide susceptibility mapping techniques using lidar-derived conditioning factors (Oregon case study)

(2016) Rubini Mahalingam et al.   Geomatics Natural Hazards & Risk

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

Mapping of rainfall-induced landslide susceptibility in Wencheng, China, using support vector machine

(2015) Cheng Su et al.   NATURAL HAZARDS

An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan

(2015) Jie Dou et al.   NATURAL HAZARDS

Landslide susceptibility mapping along Kolli hills Ghat road section (India) using frequency ratio, relative effect and fuzzy logic models

(2014) V. Ramesh et al.   Environmental Earth Sciences

An expert knowledge-based approach to landslide susceptibility mapping using GIS and fuzzy logic

(2014) A-Xing Zhu et al.   GEOMORPHOLOGY

Landslide susceptibility mapping at Al-Hasher area, Jizan (Saudi Arabia) using GIS-based frequency ratio and index of entropy models

(2014) Ahmed M. Youssef et al.   GEOSCIENCES JOURNAL

Spatial prediction of landslide susceptibility using a decision tree approach: a case study of the Pyeongchang area, Korea

(2014) Inhye Park et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping

(2014) Omar F. Althuwaynee et al.   Landslides

Development and application of Shannon’s entropy integrated information value model for landslide susceptibility assessment and zonation in Sikkim Himalayas in India

(2014) L. P. Sharma et al.   NATURAL HAZARDS

Estimating landslide susceptibility through a artificial neural network classifier

(2014) Paraskevas Tsangaratos et al.   NATURAL HAZARDS

Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale

(2014) Mustafa Neamah Jebur et al.   REMOTE SENSING OF ENVIRONMENT

A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping

(2014) Hamid reza Pourghasemi et al.   Geomatics Natural Hazards & Risk

A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping

(2013) Omar F. Althuwaynee et al.   CATENA

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

(2013) Taskin Kavzoglu et al.   Landslides

Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models

(2013) Vahid Nourani et al.   NATURAL HAZARDS

Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea

(2012) Soyoung Park et al.   Environmental Earth Sciences

Application of kernel-based Fisher discriminant analysis to map landslide susceptibility in the Qinggan River delta, Three Gorges, China

(2012) Sanwei He et al.   GEOMORPHOLOGY

Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya

(2012) Krishna Chandra Devkota et al.   NATURAL HAZARDS

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   NATURAL HAZARDS

A comparative assessment of prediction capabilities of Dempster–Shafer and Weights-of-evidence models in landslide susceptibility mapping using GIS

(2012) HamidReza Pourghasemi et al.   Geomatics Natural Hazards & Risk

A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey

(2011) A. Yalcin et al.   CATENA

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

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

(2011) Jaewon Choi et al.   ENGINEERING GEOLOGY

Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio and analytical hierarchy methods in Rize province (NE Turkey)

(2011) S. Reis et al.   Environmental Earth Sciences

Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey)

(2011) Aykut Akgun et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Autologistic modelling of susceptibility to landsliding in the Central Apennines, Italy

(2011) P.M. Atkinson et al.   GEOMORPHOLOGY

Landslide susceptibility mapping in North-East Wales

(2011) Servel Miller et al.   Geomatics Natural Hazards & Risk

Fuzzy gamma based geomatic modelling for landslide hazard susceptibility in a part of Tons river valley, northwest Himalaya, India

(2010) Vaibhava Srivastava et al.   Geomatics Natural Hazards & Risk

Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area

(2010) Biswajeet Pradhan et al.   Geomatics Natural Hazards & Risk

A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses

(2009) A. Nandi et al.   ENGINEERING GEOLOGY

Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

(2009) Biswajeet Pradhan et al.   Environmental Earth Sciences

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

(2009) Biswajeet Pradhan et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Susceptibility analysis of shallow landslides source areas using physically based models

(2009) Giuseppe Sorbino et al.   NATURAL HAZARDS

Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: A case study from Kat landslides (Tokat—Turkey)

(2008) Işık Yilmaz   COMPUTERS & GEOSCIENCES

Transient deterministic shallow landslide modeling: Requirements for susceptibility and hazard assessments in a GIS framework

(2008) J.W. Godt et al.   ENGINEERING GEOLOGY

Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview

(2008) Cees J. van Westen et al.   ENGINEERING GEOLOGY

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY

Landslide susceptibility analysis with a heuristic approach in the Eastern Alps (Vorarlberg, Austria)

(2007) M. Ruff et al.   GEOMORPHOLOGY

Predicting landslides for risk analysis — Spatial models tested by a cross-validation technique

(2007) Chang-Jo Chung et al.   GEOMORPHOLOGY