Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of landslides using GIS

Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy

(2016) Haoyuan Hong et al.   Geocarto International

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

(2015) Haoyuan Hong et al.   CATENA

Classifier and feature set ensembles for web page classification

(2015) Aytuğ Onan   JOURNAL OF INFORMATION SCIENCE

Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece

(2015) Paraskevas Tsangaratos et al.   Landslides

Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map

(2015) Ioanna Ilia et al.   Landslides

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

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

(2015) Jie Dou et al.   NATURAL HAZARDS

Shallow and Deep-Seated Landslide Differentiation Using Support Vector Machines: A Case Study of the Chuetsu Area, Japan

(2015) Jie Dou et al.   TERRESTRIAL ATMOSPHERIC AND OCEANIC SCIENCES

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

(2015) Binh Thai Pham et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm

(2015) Jie Dou et al.   Remote Sensing

Optimization of Causative Factors for Landslide Susceptibility Evaluation Using Remote Sensing and GIS Data in Parts of Niigata, Japan

(2015) Jie Dou et al.   PLoS One

Application of GIS based data driven evidential belief function model to predict groundwater potential zonation

(2014) Haleh Nampak et al.   JOURNAL OF HYDROLOGY

Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS

(2014) Biswajeet Pradhan et al.   NATURAL HAZARDS

Estimating landslide susceptibility through a artificial neural network classifier

(2014) Paraskevas Tsangaratos et al.   NATURAL HAZARDS

Modeling and Testing Landslide Hazard Using Decision Tree

(2014) Mutasem Sh. Alkhasawneh et al.   Journal of Applied Mathematics

Evaluation of prediction capability of the artificial neural networks for mapping landslide susceptibility in the Turbolo River catchment (northern Calabria, Italy)

(2013) Massimo Conforti et al.   CATENA

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

A GIS based spatially-explicit sensitivity and uncertainty analysis approach for multi-criteria decision analysis

(2013) Bakhtiar Feizizadeh et al.   COMPUTERS & GEOSCIENCES

Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

(2013) Christian Conoscenti et al.   GEOMORPHOLOGY

Landslide susceptibility mapping based on rough set theory and support vector machines: A case of the Three Gorges area, China

(2013) Ling Peng et al.   GEOMORPHOLOGY

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

(2013) Junshi Xia et al.   IEEE Geoscience and Remote Sensing Letters

An assessment of the effectiveness of a rotation forest ensemble for land-use and land-cover mapping

(2013) Taskin Kavzoglu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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 by binary logistic regression, analytical hierarchy process, and statistical index models and assessment of their performances

(2013) H. R. Pourghasemi et al.   NATURAL HAZARDS

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

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

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

(2012) Dieu Tien Bui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

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

Landslide identification and classification by object-based image analysis and fuzzy logic: An example from the Azdavay region (Kastamonu, Turkey)

(2011) Beliz Aksoy et al.   COMPUTERS & GEOSCIENCES

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

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

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

ENSEMBLE OF SOFTWARE DEFECT PREDICTORS: AN AHP-BASED EVALUATION METHOD

(2011) YI PENG et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

A GIS-based neuro-fuzzy procedure for integrating knowledge and data in landslide susceptibility mapping

(2010) Mohammad H. Vahidnia et al.   COMPUTERS & GEOSCIENCES

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

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

GIS-based rare events logistic regression for landslide-susceptibility mapping of Lianyungang, China

(2010) Shibiao Bai et al.   Environmental Earth Sciences

Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia

(2010) Biswajeet Pradhan   Environmental Earth Sciences

Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia

(2010) Ebru Akcapinar Sezer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diagnosing Breast Masses in Digital Mammography Using Feature Selection and Ensemble Methods

(2010) Shu-Ting Luo et al.   JOURNAL OF MEDICAL SYSTEMS

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

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

FURIA: an algorithm for unordered fuzzy rule induction

(2009) Jens Hühn et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Rainfall thresholds for the initiation of landslide at Lanta Khola in north Sikkim, India

(2009) A. Sengupta et al.   NATURAL HAZARDS

A variant of Rotation Forest for constructing ensemble classifiers

(2009) Chun-Xia Zhang et al.   PATTERN ANALYSIS AND APPLICATIONS

Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks

(2008) Esteban Alfaro et al.   DECISION SUPPORT SYSTEMS

RotBoost: A technique for combining Rotation Forest and AdaBoost

(2008) Chun-Xia Zhang et al.   PATTERN RECOGNITION LETTERS

A novel method for constructing ensemble classifiers

(2008) Chun-Xia Zhang et al.   STATISTICS AND COMPUTING

Parameter determination of support vector machine and feature selection using simulated annealing approach

(2007) Shih-Wei Lin et al.   APPLIED SOFT COMPUTING

Credit risk assessment with a multistage neural network ensemble learning approach

(2007) L YU et al.   EXPERT SYSTEMS WITH APPLICATIONS

Quantitative assessment of landslide susceptibility using high‐resolution remote sensing data and a generalized additive model

(2007) N.‐W. Park et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING