Modeling groundwater potential using novel GIS-based machine-learning ensemble techniques

Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression Algorithms

(2021) Asish Saha et al.   Water

Large group activity security risk assessment and risk early warning based on random forest algorithm

(2021) Yanyu Chen et al.   PATTERN RECOGNITION LETTERS

Settlement characteristics of large-diameter shield excavation below existing subway in close vicinity

(2021) Qian Fang et al.   Journal of Central South University

Optimization modelling to establish false measures implemented with ex-situ plant species to control gully erosion in a monsoon-dominated region with novel in-situ measurements

(2021) Asish Saha et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Objective-Driven Solid-Surface-Roughness Characterization for Enhanced Nuclear-Magnetic-Resonance Petrophysics

(2021) Shouxiang Mark Ma et al.   SPE JOURNAL

Assessment of groundwater vulnerability to over-exploitation using MCDA, AHP, fuzzy logic and novel ensemble models: a case study of Goghat-I and II blocks of West Bengal, India

(2020) Biswajit Das et al.   Environmental Earth Sciences

Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment

(2020) Alireza Arabameri et al.   Remote Sensing

Novel Ensemble of MCDM-Artificial Intelligence Techniques for Groundwater-Potential Mapping in Arid and Semi-Arid Regions (Iran)

(2020) Alireza Arabameri et al.   Remote Sensing

A Modeling Comparison of Groundwater Potential Mapping in a Mountain Bedrock Aquifer: QUEST, GARP, and RF Models

(2020) Davoud Davoudi Moghaddam et al.   Water

Mapping of Groundwater Potential Zones in Crystalline Terrain Using Remote Sensing, GIS Techniques, and Multicriteria Data Analysis (Case of the Ighrem Region, Western Anti-Atlas, Morocco)

(2020) Khalid Benjmel et al.   Water

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

(2020) Wei Chen et al.   Applied Sciences-Basel

Stress Sensitivity of Fractured and Vuggy Carbonate: An X‐Ray Computed Tomography Analysis

(2020) Yongfei Yang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Bonding behavior between reactive powder concrete and normal strength concrete

(2020) Yanzhong Ju et al.   CONSTRUCTION AND BUILDING MATERIALS

MRMD2.0: A Python tool for machine learning features ranking and reduction

(2020) Shida He et al.   Current Bioinformatics

Effect of Axial Compression Ratio on Seismic Behavior of GFRP Reinforced Concrete Columns

(2020) Li Sun et al.   International Journal of Structural Stability and Dynamics

Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping

(2020) Wei Chen et al.   JOURNAL OF HYDROLOGY

On a universal solution to the transport-of-intensity equation

(2020) Jialin Zhang et al.   OPTICS LETTERS

Optimizing an Adaptive Neuro-Fuzzy Inference System for Spatial Prediction of Landslide Susceptibility Using Four State-of-the-art Metaheuristic Techniques

(2020) Mohammad Mehrabi et al.   SENSORS

Influence of seismic incident angle on response uncertainty and structural performance of tall asymmetric structure

(2020) Zeshan Alam et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Experimental and numerical investigation on the complex behaviour of the localised seismic response in a multi-storey plan-asymmetric structure

(2020) Zeshan Alam et al.   Structure and Infrastructure Engineering

Dynamic Pore‐Scale Dissolution by CO 2 ‐Saturated Brine in Carbonates: Impact of Homogeneous Versus Fractured Versus Vuggy Pore Structure

(2020) Yongfei Yang et al.   WATER RESOURCES RESEARCH

Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam

(2020) Phong Tung Nguyen et al.   International Journal of Environmental Research and Public Health

Groundwater Potential Mapping Using Remote Sensing and GIS-Based Machine Learning Techniques

(2020) Sunmin Lee et al.   Remote Sensing

Improvement of Credal Decision Trees Using Ensemble Frameworks for Groundwater Potential Modeling

(2020) Phong Tung Nguyen et al.   Sustainability

Soft Computing Ensemble Models Based on Logistic Regression for Groundwater Potential Mapping

(2020) Phong Tung Nguyen et al.   Applied Sciences-Basel

Novel Ensemble Landslide Predictive Models Based on the Hyperpipes Algorithm: A Case Study in the Nam Dam Commune, Vietnam

(2020) Quoc Cuong Tran et al.   Applied Sciences-Basel

State-of-the-Art Review on Responses of RC Structures Subjected to Lateral Impact Loads

(2020) Chunwei Zhang et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

A Survey on Blocking Technology of Entity Resolution

(2020) Bo-Han Li et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Soil erosion potential hotspot zone identification using machine learning and statistical approaches in eastern India

(2020) Rabin Chakrabortty et al.   NATURAL HAZARDS

Microscopic fringe projection profilometry: A review

(2020) Yan Hu et al.   OPTICS AND LASERS IN ENGINEERING

Improvement of Best First Decision Trees Using Bagging and Dagging Ensembles for Flood Probability Mapping

(2020) Peyman Yariyan et al.   WATER RESOURCES MANAGEMENT

Novel Ensemble Approaches of Machine Learning Techniques in Modeling the Gully Erosion Susceptibility

(2020) Alireza Arabameri et al.   Remote Sensing

A novel GIS-based ensemble technique for rangeland downward trend mapping as an ecological indicator change

(2020) Saleh Yousefi et al.   ECOLOGICAL INDICATORS

Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India

(2020) Indrajit Chowdhuri et al.   Environmental Earth Sciences

Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

(2020) Hao Chen et al.   Future Generation Computer Systems-The International Journal of eScience

Towards Augmented Kernel Extreme Learning Models for Bankruptcy Prediction: Algorithmic Behavior and Comprehensive Analysis

(2020) Yanan Zhang et al.   NEUROCOMPUTING

Drought characteristics and its elevation dependence in the Qinghai–Tibet plateau during the last half-century

(2020) Wei Feng et al.   Scientific Reports

Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility

(2020) Alireza Arabameri et al.   Remote Sensing

Application of Advanced Machine Learning Algorithms to Assess Groundwater Potential Using Remote Sensing-Derived Data

(2020) Ehsan Kamali Maskooni et al.   Remote Sensing

A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping

(2020) Viet-Ha Nhu et al.   Remote Sensing

GIS-based evaluation of landslide susceptibility using hybrid computational intelligence models

(2020) Wei Chen et al.   CATENA

Influence of freeze-thaw cycles on microstructure and hydraulic conductivity of saline intact loess

(2020) Jian Xu et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

(2020) Jiaze Tu et al.   KNOWLEDGE-BASED SYSTEMS

Ensemble Boosting and Bagging Based Machine Learning Models for Groundwater Potential Prediction

(2020) Amirhosein Mosavi et al.   WATER RESOURCES MANAGEMENT

Dynamic performance of concrete columns retrofitted with FRP using segment pressure technique

(2020) M. Abedini et al.   COMPOSITE STRUCTURES

Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection

(2020) Jiao Hu et al.   KNOWLEDGE-BASED SYSTEMS

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

(2020) Weifeng Shan et al.   KNOWLEDGE-BASED SYSTEMS

Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos

(2020) Xizhe Xue et al.   IEEE Transactions on Cybernetics

Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis

(2019) Wei Chen et al.   Natural Resources Research

A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

(2019) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

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

Gully headcut susceptibility modeling using functional trees, naïve Bayes tree, and random forest models

(2019) Mohsen Hosseinalizadeh et al.   GEODERMA

Spatially distributed crop model based on remote sensing

(2019) Congying Han et al.   AGRICULTURAL WATER MANAGEMENT

Ground observation-based analysis of soil moisture spatiotemporal variability across a humid to semi-humid transitional zone in China

(2019) Ke Zhang et al.   JOURNAL OF HYDROLOGY

Enhanced Moth-flame optimizer with mutation strategy for global optimization

(2019) Yueting Xu et al.   INFORMATION SCIENCES

Evaluating the global potential of aquifer thermal energy storage and determining the potential worldwide hotspots driven by socio-economic, geo-hydrologic and climatic conditions

(2019) Hongwei Lu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

(2019) Bui et al.   SENSORS

A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping

(2019) Dieu Tien Bui et al.   Water

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes

(2019) Hossein Moayedi et al.   ISPRS International Journal of Geo-Information

Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis

(2019) Mingjing Wang et al.   APPLIED SOFT COMPUTING

Large decrease in streamflow and sediment load of Qinghai–Tibetan Plateau driven by future climate change: A case study in Lhasa River Basin

(2019) Peipei Tian et al.   CATENA

Hybrid computational intelligence models for groundwater potential mapping

(2019) Binh Thai Pham et al.   CATENA

Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods

(2019) Omid Rahmati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

How do machine learning techniques help in increasing accuracy of landslide susceptibility maps?

(2019) Yacine Achour et al.   Geoscience Frontiers

Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran

(2019) Alireza Arabameri et al.   Remote Sensing

Comparison of machine learning models for gully erosion susceptibility mapping

(2019) Alireza Arabameri et al.   Geoscience Frontiers

The effect of sample size on different machine learning models for groundwater potential mapping in mountain bedrock aquifers

(2019) Davoud Davoudi Moghaddam et al.   CATENA

Omnidirectional Motion Classification With Monostatic Radar System Using Micro-Doppler Signatures

(2019) Yang Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Developing a new intelligent system for the diagnosis of tuberculous pleural effusion

(2018) Chengye Li et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Development of an automated GIS tool for reproducing the HAND terrain model

(2018) Omid Rahmati et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

Optimizing Multistage Discriminative Dictionaries for Blind Image Quality Assessment

(2018) Qiuping Jiang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Geographically weighted regression based methods for merging satellite and gauge precipitation

(2018) Lijun Chao et al.   JOURNAL OF HYDROLOGY

River Channel Geometry and Rating Curve Estimation Using Height above the Nearest Drainage

(2018) Xing Zheng et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

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

GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

(2018) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination

(2018) Farzaneh Sajedi-Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

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

The Influence of Climate Variability Effects on Groundwater Time Series in the Lower Central Plains of Thailand

(2018) Korrakoch Taweesin et al.   Water

Groundwater potential mapping using a novel data-mining ensemble model

(2018) Mojtaba Dolat Kordestani et al.   HYDROGEOLOGY JOURNAL

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms

(2018) Dieu Tien Bui et al.   SENSORS

Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach

(2018) Shaghayegh Miraki et al.   WATER RESOURCES MANAGEMENT

Chaos enhanced grey wolf optimization wrapped ELM for diagnosis of paraquat-poisoned patients

(2018) Xuehua Zhao et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Assessment of Landslide-Prone Areas and Their Zonation Using Logistic Regression, LogitBoost, and NaïveBayes Machine-Learning Algorithms

(2018) Hamid Pourghasemi et al.   Sustainability

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Unified No-Reference Quality Assessment of Singly and Multiply Distorted Stereoscopic Images

(2018) Qiuping Jiang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River

(2017) Bahare Raheli et al.   Environmental Earth Sciences

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

Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses

(2017) Mingjing Wang et al.   NEUROCOMPUTING

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

GIS-based landslide susceptibility modelling: a comparative assessment of kernel logistic regression, Naïve-Bayes tree, and alternating decision tree models

(2017) Wei Chen et al.   Geomatics Natural Hazards & Risk

High-resolution transport-of-intensity quantitative phase microscopy with annular illumination

(2017) Chao Zuo et al.   Scientific Reports

Dynamics of land surface temperature (LST) in response to land use and land cover (LULC) changes in the Weigan and Kuqa river oasis, Xinjiang, China

(2016) Fei Zhang et al.   Arabian Journal of Geosciences

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

Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree

(2016) Ozgur Kisi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Forecasting blast-induced ground vibration developing a CART model

(2016) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evolving support vector machines using fruit fly optimization for medical data classification

(2016) Liming Shen et al.   KNOWLEDGE-BASED SYSTEMS

An efficient hybrid kernel extreme learning machine approach for early diagnosis of Parkinson׳s disease

(2016) Hui-Ling Chen et al.   NEUROCOMPUTING

Semantic segmentation of images exploiting DCT based features and random forest

(2016) D. Ravì et al.   PATTERN RECOGNITION

A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping

(2016) Wei Chen et al.   Geocarto International

Modeling lake trophic state: a random forest approach

(2016) Jeffrey W. Hollister et al.   Ecosphere

An efficient machine learning approach for diagnosis of paraquat-poisoned patients

(2015) Lufeng Hu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Groundwater potential mapping at northeastern Wasit and Missan governorates, Iraq using a data-driven weights of evidence technique in framework of GIS

(2015) Alaa M. Al-Abadi   Environmental Earth Sciences

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

An Underwater Color Image Quality Evaluation Metric

(2015) Miao Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Analysis of space–time non-stationary patterns of rainfall–groundwater interactions by integrating empirical orthogonal function and cross wavelet transform methods

(2015) Hwa-Lung Yu et al.   JOURNAL OF HYDROLOGY

A GIS/Remote Sensing-based methodology for groundwater potentiality assessment in Tirnavos area, Greece

(2015) D. Oikonomidis et al.   JOURNAL OF HYDROLOGY

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

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

Transport of intensity phase retrieval and computational imaging for partially coherent fields: The phase space perspective

(2015) Chao Zuo et al.   OPTICS AND LASERS IN ENGINEERING

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

Application of analytical hierarchy process, frequency ratio, and certainty factor models for groundwater potential mapping using GIS

(2015) Yousef Razandi et al.   Earth Science Informatics

Assessment of a spatial multi-criteria evaluation to site selection underground dams in the Alborz Province, Iran

(2015) Javad Chezgi et al.   Geocarto International

New pore space characterization method of shale matrix formation by considering organic and inorganic pores

(2015) Yongfei Yang et al.   Journal of Natural Gas Science and Engineering

Feature selection based on improved ant colony optimization for online detection of foreign fiber in cotton

(2014) Xuehua Zhao et al.   APPLIED SOFT COMPUTING

Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS

(2014) Omid Rahmati et al.   Arabian Journal of Geosciences

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

(2014) Haleh Nampak et al.   JOURNAL OF HYDROLOGY

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

Adaptive computational chemotaxis based on field in bacterial foraging optimization

(2013) Xin Xu et al.   SOFT COMPUTING

Determination of Important Topographic Factors for Landslide Mapping Analysis Using MLP Network

(2013) Mutasem Sh. Alkhasawneh et al.   TheScientificWorldJOURNAL

Assessing the accuracy of GIS-based elementary multi criteria decision analysis as a spatial prediction tool – A case of predicting potential zones of sustainable groundwater resources

(2012) K.A.N. Adiat et al.   JOURNAL OF HYDROLOGY

Delineation of groundwater potential zones in Theni district, Tamil Nadu, using remote sensing, GIS and MIF techniques

(2012) N.S. Magesh et al.   Geoscience Frontiers

Using a binary logistic regression method and GIS for evaluating and mapping the groundwater spring potential in the Sultan Mountains (Aksehir, Turkey)

(2011) Adnan Ozdemir   JOURNAL OF HYDROLOGY

Height Above the Nearest Drainage – a hydrologically relevant new terrain model

(2011) A.D. Nobre et al.   JOURNAL OF HYDROLOGY

A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir, Turkey

(2011) Aykut Akgun   Landslides

Impact of land-use and land-cover change on groundwater quality in the Lower Shiwalik hills: a remote sensing and GIS based approach

(2010) Sudhir Singh et al.   Open Geosciences

Predicting intact rock strength for mechanical excavation using multivariate statistics, artificial neural networks, and regression trees

(2008) Bulent Tiryaki   ENGINEERING GEOLOGY