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Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size

Catena (Giessen), 2016-10, Vol.145, p.164-179

2016

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Introducing a novel multi-layer perceptron network based on stochastic gradient descent optimized by a meta-heuristic algorithm for landslide susceptibility mapping

The Science of the total environment, 2020-11, Vol.742, p.140549-140549, Article 140549

2020

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Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China

The Science of the total environment, 2018-06, Vol.625, p.575-588

2018

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A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China

Geomorphology (Amsterdam, Netherlands), 2017-08, Vol.290, p.1-16

2017

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Combining Evolutionary Algorithms and Machine Learning Models in Landslide Susceptibility Assessments

Remote sensing (Basel, Switzerland), 2020-12, Vol.12 (23), p.3854

2020

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Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility

Catena (Giessen), 2019-01, Vol.172, p.212-231

2019

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Applying Information Theory and GIS-based quantitative methods to produce landslide susceptibility maps in Nancheng County, China

Landslides, 2017-06, Vol.14 (3), p.1091-1111

2017

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Groundwater Spring Potential Mapping Using Artificial Intelligence Approach Based on Kernel Logistic Regression, Random Forest, and Alternating Decision Tree Models

Applied sciences, 2020-01, Vol.10 (2), p.425

2020

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Evaluating landslide susceptibility: the impact of resolution and hybrid integration approaches

Geomatics, natural hazards and risk, 2024-12, Vol.15 (1)

2024

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Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria)

Ain Shams Engineering Journal, 2024-03, Vol.15 (3), p.102578, Article 102578

2024

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Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China

Remote sensing (Basel, Switzerland), 2023-10, Vol.15 (20), p.4952

2023

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Land subsidence rebound detected via multi-temporal InSAR and ground truth data in Kalochori and Sindos regions, Northern Greece

Engineering geology, 2016-07, Vol.209, p.175-186

2016

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Applying a 1D Convolutional Neural Network in Flood Susceptibility Assessments—The Case of the Island of Euboea, Greece

Remote sensing (Basel, Switzerland), 2023-07, Vol.15 (14), p.3471

2023

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Investigating the Stability of the Hill of the Acropolis of Athens, Greece, Using Fuzzy Logic and Remote Sensing Techniques

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (4), p.1067

2023

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Selected Worldwide Cases of Land Subsidence Due to Groundwater Withdrawal

Water (Basel), 2023-03, Vol.15 (6), p.1094

2023

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

Landslides, 2016-04, Vol.13 (2), p.305-320

2016

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

Landslides, 2016-04, Vol.13 (2), p.379-397

2016

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Discriminant Analysis of Water Inrush Sources in the Weibei Coalfield, Shaanxi Province, China

Water (Basel), 2023-02, Vol.15 (3), p.453

2023

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Developing a landslide susceptibility map based on remote sensing, fuzzy logic and expert knowledge of the Island of Lefkada, Greece

Environmental earth sciences, 2018-05, Vol.77 (10), Article 363

2018

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Estimating landslide susceptibility through a artificial neural network classifier

Natural hazards (Dordrecht), 2014-12, Vol.74 (3), p.1489-1516

2014

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Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping

Water (Basel), 2024-03, Vol.16 (5), p.657

2024

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Optimizing Rotation Forest-Based Decision Tree Algorithms for Groundwater Potential Mapping

Water (Basel), 2023-06, Vol.15 (12), p.2287

2023

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Applying support vector machines optimized by genetic algorithm for estimating the spatial distribution of mean annual precipitation

Arabian journal of geosciences, 2021-04, Vol.14 (8), Article 672

2021

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A deformation study of Anthemountas graben (northern Greece) based on in situ data and new InSAR results

Arabian journal of geosciences, 2020-07, Vol.13 (13), Article 518

2020

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Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods

The Science of the total environment, 2019-09, Vol.684, p.31-49

2019

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Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size

Introducing a novel multi-layer perceptron network based on stochastic gradient descent optimized by a meta-heuristic algorithm for landslide susceptibility mapping

Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China

A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China

Combining Evolutionary Algorithms and Machine Learning Models in Landslide Susceptibility Assessments

Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility

Applying Information Theory and GIS-based quantitative methods to produce landslide susceptibility maps in Nancheng County, China

Groundwater Spring Potential Mapping Using Artificial Intelligence Approach Based on Kernel Logistic Regression, Random Forest, and Alternating Decision Tree Models

Evaluating landslide susceptibility: the impact of resolution and hybrid integration approaches

Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria)

Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China

Land subsidence rebound detected via multi-temporal InSAR and ground truth data in Kalochori and Sindos regions, Northern Greece

Applying a 1D Convolutional Neural Network in Flood Susceptibility Assessments—The Case of the Island of Euboea, Greece

Investigating the Stability of the Hill of the Acropolis of Athens, Greece, Using Fuzzy Logic and Remote Sensing Techniques

Selected Worldwide Cases of Land Subsidence Due to Groundwater Withdrawal

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

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

Discriminant Analysis of Water Inrush Sources in the Weibei Coalfield, Shaanxi Province, China

Developing a landslide susceptibility map based on remote sensing, fuzzy logic and expert knowledge of the Island of Lefkada, Greece

Estimating landslide susceptibility through a artificial neural network classifier

Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping

Optimizing Rotation Forest-Based Decision Tree Algorithms for Groundwater Potential Mapping

Applying support vector machines optimized by genetic algorithm for estimating the spatial distribution of mean annual precipitation

A deformation study of Anthemountas graben (northern Greece) based on in situ data and new InSAR results

Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods

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