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

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

Support Vector Machines for Landslide Susceptibility Mapping: The Staffora River Basin Case Study, Italy

(2012) Cristiano Ballabio et al.   Mathematical Geosciences

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

An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm

(2011) A. Akgun et al.   COMPUTERS & GEOSCIENCES

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

A ‘non-parametric’ version of the naive Bayes classifier

(2011) Daniele Soria et al.   KNOWLEDGE-BASED SYSTEMS

Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression

(2011) Dieu Tien Bui et al.   NATURAL HAZARDS

A hybrid discretization method for naïve Bayesian classifiers

(2011) Tzu-Tsung Wong   PATTERN RECOGNITION

Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

(2011) Sutao Song et al.   PLoS One

Decision tree approach for classification and dimensionality reduction of electronic nose data

(2011) Jung Hwan Cho et al.   SENSORS AND ACTUATORS B-CHEMICAL

Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia

(2010) Biswajeet Pradhan   ADVANCES IN SPACE RESEARCH

Applying the Naïve Bayes classifier with kernel density estimation to the prediction of protein–protein interaction sites

(2010) Yoichi Murakami et al.   BIOINFORMATICS

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

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

(2010) B. PRADHAN et al.   ENVIRONMENTAL & ENGINEERING GEOSCIENCE

Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling

(2010) Biswajeet Pradhan   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

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

Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya

(2010) Chandra Prakash Poudyal et al.   Environmental Earth Sciences

Landslide Susceptibility Mapping by Neuro-Fuzzy Approach in a Landslide-Prone Area (Cameron Highlands, Malaysia)

(2010) Biswajeet Pradhan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Missing Value Estimation for Mixed-Attribute Data Sets

(2010) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Application of an advanced fuzzy logic model for landslide susceptibility analysis

(2010) Biswajeet Pradhan   International Journal of Computational Intelligence Systems

Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches

(2010) B. Pradhan   Journal of the Indian Society of Remote Sensing

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

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

Optimization of SVM parameters for recognition of regulatory DNA sequences

(2010) Robertas Damaševičius   Top

A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks

(2009) Işık Yilmaz   Bulletin of Engineering Geology and the Environment

The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks

(2009) Işık Yilmaz   Environmental Earth Sciences

Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine

(2009) Işık Yilmaz   Environmental Earth Sciences

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

Spatial soil zinc content distribution from terrain parameters: A GIS-based decision-tree model in Lebanon

(2009) Rania Bou Kheir et al.   ENVIRONMENTAL POLLUTION

Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan

(2009) Hitoshi Saito et al.   GEOMORPHOLOGY

A knowledge-based decision support system to analyze the debris-flow problems at Chen-Yu-Lan River, Taiwan

(2009) Shiuan Wan et al.   KNOWLEDGE-BASED SYSTEMS

Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia

(2009) Biswajeet Pradhan et al.   Landslides

Structural analysis of regulatory DNA sequences using grammar inference and Support Vector Machine

(2009) Robertas Damaševičius   NEUROCOMPUTING

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

An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps

(2008) H.A. Nefeslioglu et al.   ENGINEERING GEOLOGY

Evolutionary-based feature selection approaches with new criteria for data mining: A case study of credit approval data

(2008) Chia-Ming Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2008) X. Yao et al.   GEOMORPHOLOGY

GIS based spatial data analysis for landslide susceptibility mapping

(2008) S. Sarkar et al.   Journal of Mountain Science

Slope stability analysis: a support vector machine approach

(2008) Pijush Samui   Environmental geology.

Comparison of decision tree methods for finding active objects

(2007) Yongheng Zhao et al.   ADVANCES IN SPACE RESEARCH

Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference

(2007) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of the Naïve Bayesian Classifier to optimize treatment decisions

(2007) Joanna Kazmierska et al.   RADIOTHERAPY AND ONCOLOGY