Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

Application of rotation forest with decision trees as base classifier and a novel ensemble model in spatial modeling of groundwater potential

(2019) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Harris Hawks Optimization: A Novel Swarm Intelligence Technique for Spatial Assessment of Landslide Susceptibility

(2019) Bui et al.   SENSORS

Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS

(2018) Ali Golkarian et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A comparison study of DRASTIC methods with various objective methods for groundwater vulnerability assessment

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater potential mapping using a novel data-mining ensemble model

(2018) Mojtaba Dolat Kordestani et al.   HYDROGEOLOGY JOURNAL

A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China)

(2017) Haoyuan Hong et al.   Environmental Earth Sciences

GIS-based bivariate statistical techniques for groundwater potential analysis (an example of Iran)

(2017) Ali Haghizadeh et al.   Journal of Earth System Science

A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping

(2017) Seyed Amir Naghibi et al.   JOURNAL OF HYDROLOGY

A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS

(2017) Seyed Amir Naghibi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

GIS-based groundwater potential mapping using artificial neural network and support vector machine models: the case of Boryeong city in Korea

(2017) Saro Lee et al.   Geocarto International

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)

(2017) Bahareh Kalantar et al.   Geomatics Natural Hazards & Risk

A Commune-Level Groundwater Potential Map for the Republic of Mali

(2017) Silvia Díaz-Alcaide et al.   Water

Data Mining Approaches for Landslide Susceptibility Mapping in Umyeonsan, Seoul, South Korea

(2017) Sunmin Lee et al.   Applied Sciences-Basel

Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges

(2017)   IEEE Access

Predicting earthquake-induced soil liquefaction based on a hybridization of kernel Fisher discriminant analysis and a least squares support vector machine: a multi-dataset study

(2016) Nhat-Duc Hoang et al.   Bulletin of Engineering Geology and the Environment

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

(2016) Omid Rahmati et al.   CATENA

GIS-based multivariate adaptive regression spline and random forest models for groundwater potential mapping in Iran

(2016) Mohsen Zabihi et al.   Environmental Earth Sciences

Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features

(2016) Seyed Amir Naghibi et al.   HYDROGEOLOGY JOURNAL

Predicting groundwater redox status on a regional scale using linear discriminant analysis

(2016) M.E. Close et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Applicability of generalized additive model in groundwater potential modelling and comparison its performance by bivariate statistical methods

(2016) Fatemeh Falah et al.   Geocarto International

Spatial analysis of groundwater potential using weights-of-evidence and evidential belief function models and remote sensing

(2015) Naser Tahmassebipoor et al.   Arabian Journal of Geosciences

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

(2015) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Application of Decision-Tree Model to Groundwater Productivity-Potential Mapping

(2015) Saro Lee et al.   Sustainability

GIS-based groundwater spring potential assessment and mapping in the Birjand Township, southern Khorasan Province, Iran

(2014) Zohre Sadat Pourtaghi et al.   HYDROGEOLOGY JOURNAL

Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data

(2014) Sybrand van Beijma et al.   REMOTE SENSING OF ENVIRONMENT

Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms

(2013) Mohammad Zare et al.   Arabian Journal of Geosciences

A Suite of Tools for ROC Analysis of Spatial Models

(2013) Jean-François Mas et al.   ISPRS International Journal of Geo-Information

Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   Arabian Journal of Geosciences

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   NATURAL HAZARDS

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

(2012) Markus Immitzer et al.   Remote Sensing

A knowledge-driven GIS modeling technique for groundwater potential mapping at the Upper Langat Basin, Malaysia

(2011) Mohamad Abd Manap et al.   Arabian Journal of Geosciences

Inverse modeling of variable-density groundwater flow in a semi-arid area in Iran using a genetic algorithm

(2010) Mehrdad Bastani et al.   HYDROGEOLOGY JOURNAL

Rainwater harvesting as an alternative water resource in rural sites in central northern Namibia

(2009) M. Sturm et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Assessing the impact of climate change on water resources in Iran

(2009) Karim C. Abbaspour et al.   WATER RESOURCES RESEARCH

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Integrated remote sensing and GIS‐based approach for assessing groundwater potential in West Medinipur district, West Bengal, India

(2008) A. Chowdhury et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING