A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

(2015) J.N. Goetz et al.   COMPUTERS & GEOSCIENCES

Manifestation of LiDAR-Derived Parameters in the Spatial Prediction of Landslides Using Novel Ensemble Evidential Belief Functions and Support Vector Machine Models in GIS

(2015) Mustafa Neamah Jebur et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

A novel approach for predicting the spatial patterns of urban expansion by combining the chi-squared automatic integration detection decision tree, Markov chain and cellular automata models in GIS

(2015) Abubakr A.A. Al-sharif et al.   Geocarto International

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

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 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 support vector machine and GIS at the Golestan Province, Iran

(2013) HAMID REZA POURGHASEMI et al.   Journal of Earth System Science

Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS

(2013) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

A comparative assessment between object and pixel-based classification approaches for land use/land cover mapping using SPOT 5 imagery

(2013) Mahyat Shafapour Tehrany et al.   Geocarto International

Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models

(2012) Dieu Tien Bui et al.   CATENA

Application of data-driven evidential belief functions to landslide susceptibility mapping in Jinbu, Korea

(2012) S. Lee et al.   CATENA

Application of an evidential belief function model in landslide susceptibility mapping

(2012) Omar F. Althuwaynee et al.   COMPUTERS & GEOSCIENCES

Application of the analytical hierarchy process (AHP) for landslide susceptibility mapping: A case study from the Tinau watershed, west Nepal

(2012) P. Kayastha et al.   COMPUTERS & GEOSCIENCES

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Detection of landslides using web-based aerial photographs and landslide susceptibility mapping using geospatial analysis

(2012) Saro Lee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslide hazard mapping using GIS and weight of evidence model in Qingshui River watershed of 2008 Wenchuan earthquake struck region

(2012) Chong Xu et al.   Journal of Earth Science

Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam

(2012) Dieu Tien Bui et al.   NATURAL HAZARDS

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

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area

(2011) Hyun-Joo Oh et al.   COMPUTERS & GEOSCIENCES

Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS

(2011) Dieu Tien Bui et al.   COMPUTERS & GEOSCIENCES

Selecting and weighting spatial predictors for empirical modeling of landslide susceptibility in the Darjeeling Himalayas (India)

(2011) Saibal Ghosh et al.   GEOMORPHOLOGY

Remote-sensing and GIS-based landslide-susceptibility zonation using the landslide index method in Igo River Basin, Eastern Himalaya, India

(2011) Jawan SINGH Rawat et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model

(2011) Biswajeet Pradhan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir, Turkey

(2011) Aykut Akgun   Landslides

Landslide susceptibility mapping in Injae, Korea, using a decision tree

(2010) Young-Kwang Yeon et al.   ENGINEERING GEOLOGY

Assessing susceptibility to landslides: Using models to understand observed changes in slopes

(2010) Netra R. Regmi et al.   GEOMORPHOLOGY

Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey

(2010) H. A. Nefeslioglu et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model

(2010) Biswajeet Pradhan et al.   Photogrammetrie Fernerkundung Geoinformation

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

Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods

(2009) Tapas R. Martha et al.   GEOMORPHOLOGY

Financial crises and bank failures: A review of prediction methods

(2009) Yuliya Demyanyk et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

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