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

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description	article (en) wetenschappelijk artikel (nl) наукова стаття, опублікована в лютому 2013 (uk) article scientifique publié en 2013 (fr) im Februar 2013 veröffentlichter wissenschaftlicher Artikel (de)
publication date	wds:Q57598302-6FA4D504-0EE6-4D79-958D-BA6E5BEB8966
publication date	2013-02-01 00:00:00Z (xsd:dateTime)
rdfs:label	A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (en) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (nl)
skos:prefLabel	A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (en) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (nl)
name	A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (en) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (nl)
author	wds:Q57598302-5FA5D0DC-31F8-4876-8244-2F51A0CA3CC1
author	Biswajeet Pradhan
title	wds:Q57598302-D468F490-DCE4-44A7-90A9-EC8C7AAF7AA1
title	A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS (en)
page(s)	wds:Q57598302-72AFBDC1-55C8-4F41-A480-B6A7B2286BF2
page(s)	350-365
instance of	wds:Q57598302-4EE84D7D-2567-4E8B-8530-AA209F797754
instance of	scholarly article
main subject	wds:Q57598302-39B87E92-D6BE-4BC7-9132-55514043F138 wds:Q57598302-5E251AAF-B425-45AC-BF50-8614930DD143
main subject	landslide support vector machine
DBLP publication ID	wds:Q57598302-9B647CE4-6F74-4777-AA98-08149EDEF29B
DBLP publication ID	https://dblp.org/rec/journals/gandc/Pradhan13
DBLP publication ID	journals/gandc/Pradhan13
published in	wds:Q57598302-FB1304F4-0B10-421B-9489-303E4DDF6AF6
published in	Computers and Geosciences
volume	wds:Q57598302-AC5AA8A5-3C73-4464-A705-4E8970968840
volume	51
DOI	wds:Q57598302-BFCDD0FF-875B-4CC4-AAE9-F8C4C7722FF5
DOI	http://dx.doi.org/10.1016/J.CAGEO.2012.08.023
DOI	10.1016/J.CAGEO.2012.08.023
is about of	https://www.wikidata.org/wiki/Special:EntityData/Q57598302
is cites work of	Modeling and Testing Landslide Hazard Using Decision Tree Classifiers as a model-free group comparison test An extreme learning machine approach for slope stability evaluation and prediction Development of an adaptive relevance vector machine approach for slope stability inference Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment. GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran Optimization of Causative Factors for Landslide Susceptibility Evaluation Using Remote Sensing and GIS Data in Parts of Niigata, Japan Improving the accuracy of landslide susceptibility model using a novel region-partitioning approach Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN) 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 Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method A comparative assessment between object and pixel-based classification approaches for land use/land cover mapping using SPOT 5 imagery An index to describe the earthquake effect on subsequent landslides in Central Taiwan Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya Landslide susceptibility mapping along Bhalubang — Shiwapur area of mid-Western Nepal using frequency ratio and conditional probability models Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam) Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam Spatio-temporal assessment of soil erosion at Kuala Lumpur metropolitan city using remote sensing data and GIS Optimization of Operation Parameters for Helical Flow Cleanout with Supercritical CO2 in Horizontal Wells Using Back-Propagation Artificial Neural Network. Construction the model on the breast cancer survival analysis use support vector machine, logistic regression and decision tree A Novel Approach to Developing a Supervised Spatial Decision Support System for Image Classification: A Study of Paddy Rice Investigation Landslide susceptibility assessment using a novel hybrid model of statistical bivariate methods (FR and WOE) and adaptive neuro-fuzzy inference system (ANFIS) at southern Zagros Mountains in Iran Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran) Landslide susceptibility mapping at Al-Hasher area, Jizan (Saudi Arabia) using GIS-based frequency ratio and index of entropy models Landslide susceptibility mapping using ensemble bivariate and multivariate statistical models in Fayfa area, Saudi Arabia A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping GIS-based landslide susceptibility mapping with probabilistic likelihood ratio and spatial multi-criteria evaluation models (North of Tehran, Iran) A rule-based parameter aided with object-based classification approach for extraction of building and roads from WorldView-2 images Integrating Expert Knowledge with Statistical Analysis for Landslide Susceptibility Assessment at Regional Scale Landslide susceptibility assessment at Wadi Jawrah Basin, Jizan region, Saudi Arabia using two bivariate models in GIS A Comparative Assessment Between the Application of Fuzzy Unordered Rules Induction Algorithm and J48 Decision Tree Models in Spatial Prediction of Shallow Landslides at Lang Son City, Vietnam Development of PancRISK, a urine biomarker-based risk score for stratified screening of pancreatic cancer patients A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines GIS-based sustainable city compactness assessment using integration of MCDM, Bayes theorem and RADAR technology Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS Groundwater spring potential mapping using bivariate statistical model and GIS in the Taleghan Watershed, Iran Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio, logistic regression, and fuzzy logic methods at the central Zab basin, Iran Detection of vertical slope movement in highly vegetated tropical area of Gunung pass landslide, Malaysia, using L-band InSAR technique An approach to predict the height of fractured water-conducting zone of coal roof strata using random forest regression Application of linear indexing model and GIS techniques for the slope movement susceptibility modeling in Bousselam upstream basin, Northeast Algeria Applying Information Theory and GIS-based quantitative methods to produce landslide susceptibility maps in Nancheng County, China Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece Spatial landslide hazard assessment along the Jelapang Corridor of the North-South Expressway in Malaysia using high resolution airborne LiDAR data Screw Remaining Life Prediction Based on Quantum Genetic Algorithm and Support Vector Machine Flood-type classification in mountainous catchments using crisp and fuzzy decision trees Slope Failure Characteristics and Slope Movement Susceptibility Assessment Using GIS in a Medium Scale: A Case Study from Ouled Driss and Machroha Municipalities, Northeast Algeria Comparative analysis of product-level fusion, support vector machine, and artificial neural network approaches for land cover mapping Regional gold potential mapping in Kelantan (Malaysia) using probabilistic based models and GIS 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 Evaluation and comparison of LogitBoost Ensemble, Fisher’s Linear Discriminant Analysis, logistic regression and support vector machines methods for landslide susceptibility mapping Rule-based semi-automated approach for the detection of landslides induced by 18 September 2011 Sikkim, Himalaya, earthquake using IRS LISS3 satellite images More bark than bytes? Reflections on 21+ years of geocomputation A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification Including root reinforcement variability in a probabilistic 3D stability model
is cites work of	wds:Q38857122-09ECA372-151E-49E0-ACD0-6408D49B3275 wds:Q57902234-22481B62-15B5-4EA4-9E96-94BAE161E48A wds:Q57902250-B28DFA9F-D318-41A8-BF51-06C8D1691A29 wds:Q57598025-5F34B841-2271-456C-99F7-313C45925879 wds:Q57598036-97AE2213-2BF2-4769-8C91-1414F3F49DD8

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