Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN

Evaluating Different Machine Learning Models for Runoff and Suspended Sediment Simulation

(2019) Ashish Kumar et al.   WATER RESOURCES MANAGEMENT

A Novel Approach for Prediction of Monthly Ground Water Level Using a Hybrid Wavelet and Non-Tuned Self-Adaptive Machine Learning Model

(2019) Maryam Malekzadeh et al.   WATER RESOURCES MANAGEMENT

Spatiotemporal Dimensions of Water Stress Accounting: Incorporating Groundwater–Surface Water Interactions and Ecological Thresholds

(2019) Sara Alian et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Simulation of groundwater level fluctuations in response to main climate parameters using a wavelet–ANN hybrid technique for the Shabestar Plain, Iran

(2019) Esmaeil Jeihouni et al.   Environmental Earth Sciences

Comparative applications of data-driven models representing water table fluctuations

(2019) Jina Jeong et al.   JOURNAL OF HYDROLOGY

Groundwater level forecasting using soft computing techniques

(2019) N. Natarajan et al.   NEURAL COMPUTING & APPLICATIONS

Application of Three Metaheuristic Techniques in Simulation of Concrete Slump

(2019) Moayedi et al.   Applied Sciences-Basel

Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq

(2019) Khabat Khosravi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm

(2019) Canyi Lu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Herding Behaviors of grasshopper and Harris hawk for hybridizing the neural network in predicting the soil compression coefficient

(2019) Hossein Moayedi et al.   MEASUREMENT

Grasshopper optimization algorithm based two stage fuzzy multiobjective approach for optimum sizing and placement of distributed generations, shunt capacitors and electric vehicle charging stations

(2019) Srinivasa Rao Gampa et al.   Journal of Energy Storage

Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh

(2018) Sahar Hadi Pour et al.   ATMOSPHERIC RESEARCH

Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China

(2018) Junliang Fan et al.   ENERGY CONVERSION AND MANAGEMENT

A combination of objective functions and hybrid Krill herd algorithm for text document clustering analysis

(2018) Laith Mohammad Abualigah et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Bagging based Support Vector Machines for spatial prediction of landslides

(2018) Binh Thai Pham et al.   Environmental Earth Sciences

Fuzzy adaptive cat swarm algorithm and Borda method for solving dynamic multi-objective problems

(2018) Maysam Orouskhani et al.   EXPERT SYSTEMS

Krill herd algorithm-based neural network in structural seismic reliability evaluation

(2018) Panagiotis G. Asteris et al.   MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

Groundwater level fluctuations simulation and prediction by ANFIS- and hybrid Wavelet-ANFIS/Fuzzy C-Means (FCM) clustering models: Application to the Miandarband plain

(2018) Mohammad Zare et al.   Journal of Hydro-environment Research

Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems

(2018) Majdi Mafarja et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using artificial neural network models for groundwater level forecasting and assessment of the relative impacts of influencing factors

(2018) Sanghoon Lee et al.   HYDROGEOLOGY JOURNAL

Assessment of Machine Learning Techniques for Monthly Flow Prediction

(2018) Zahra Alizadeh et al.   Water

The potential of hybrid evolutionary fuzzy intelligence model for suspended sediment concentration prediction

(2018) Ozgur Kisi et al.   CATENA

Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions

(2017) Bahram Choubin et al.   Environmental Earth Sciences

Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model

(2017) Mohammad Taghi Sattari et al.   Groundwater

Modelling long-term groundwater fluctuations by extreme learning machine using hydro-climatic data

(2017) Meysam Alizamir et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Comparative Analysis of ANN and SVM Models Combined with Wavelet Preprocess for Groundwater Depth Prediction

(2017) Ting Zhou et al.   Water

Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model

(2017) Mohammad Taghi Sattari et al.   Groundwater

Optimisation of Biodiesel Production Using Taguchi Model

(2017) Deepayan Priyadarshi et al.   Waste and Biomass Valorization

Optimal design of BP algorithm by ACOR model for groundwater-level forecasting: A case study on Shabestar plain, Iran

(2016) Ziba Hosseini et al.   Arabian Journal of Geosciences

A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions

(2016) Heesung Yoon et al.   COMPUTERS & GEOSCIENCES

Using Artificial Neural Network Approach for Simultaneous Forecasting of Weekly Groundwater Levels at Multiple Sites

(2015) S. Mohanty et al.   WATER RESOURCES MANAGEMENT

A framework for propagation of uncertainty contributed by parameterization, input data, model structure, and calibration/validation data in watershed modeling

(2014) Haw Yen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An integrated wavelet-support vector machine for groundwater level prediction in Visakhapatnam, India

(2014) Ch. Suryanarayana et al.   NEUROCOMPUTING

Prediction the Groundwater Level of Bastam Plain (Iran) by Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS)

(2014) Samad Emamgholizadeh et al.   WATER RESOURCES MANAGEMENT

Cat Swarm Optimization algorithm for optimal linear phase FIR filter design

(2013) Suman Kumar Saha et al.   ISA TRANSACTIONS

A Wavelet-ANFIS Hybrid Model for Groundwater Level Forecasting for Different Prediction Periods

(2013) Vahid Moosavi et al.   WATER RESOURCES MANAGEMENT

Prediction and simulation of monthly groundwater levels by genetic programming

(2013) E. Fallah-Mehdipour et al.   Journal of Hydro-environment Research

Groundwater modeling using hybrid of artificial neural network with genetic algorithm

(2012) Amir Jalalkamali   African Journal of Agricultural Research

Krill herd: A new bio-inspired optimization algorithm

(2012) Amir Hossein Gandomi et al.   Communications in Nonlinear Science and Numerical Simulation

Solving multiobjective problems using cat swarm optimization

(2011) Pyari Mohan Pradhan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Monthly groundwater level prediction using ANN and neuro-fuzzy models: a case study on Kerman plain, Iran

(2011) Amir Jalalkamali et al.   JOURNAL OF HYDROINFORMATICS

Artificial Neural Network (ANN) Based Modeling for Karstic Groundwater Level Simulation

(2010) Ioannis C. Trichakis et al.   WATER RESOURCES MANAGEMENT

Artificial Neural Network Modeling for Groundwater Level Forecasting in a River Island of Eastern India

(2009) Sheelabhadra Mohanty et al.   WATER RESOURCES MANAGEMENT