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

Estimating transportation energy demand in Turkey using the artificial bee colony algorithm

(2017) Mustafa Sonmez et al.   ENERGY

Simulation of groundwater level variations using wavelet combined with neural network, linear regression and support vector machine

(2017) Hadi Ebrahimi et al.   GLOBAL AND PLANETARY CHANGE

Coupling a Markov Chain and Support Vector Machine for At-Site Downscaling of Daily Precipitation

(2017) Yu-Kun Hou et al.   JOURNAL OF HYDROMETEOROLOGY

Application of integrated ARIMA and RBF network for groundwater level forecasting

(2016) Qiao Yan et al.   Environmental Earth Sciences

Prediction of output energies for broiler production using linear regression, ANN (MLP, RBF), and ANFIS models

(2016) Sama Amid et al.   Environmental Progress & Sustainable Energy

Prediction of monthly regional groundwater levels through hybrid soft-computing techniques

(2016) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Prediction of oxidation parameters of purified Kilka fish oil including gallic acid and methyl gallate by adaptive neuro-fuzzy inference system (ANFIS) and artificial neural network

(2016) Maryam Asnaashari et al.   JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

Time series analysis of groundwater levels and projection of future trend

(2015) G. T. Patle et al.   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD

(2015) Wen-chuan Wang et al.   JOURNAL OF HYDROINFORMATICS

Modeling of groundwater recharge using a multiple linear regression (MLR) recharge model developed from geophysical parameters: a case of groundwater resources management

(2014) Kehinde Anthony Mogaji et al.   Environmental Earth Sciences

A Hierarchical Bayesian Model Averaging Framework for Groundwater Prediction under Uncertainty

(2014) Nima Chitsazan et al.   Groundwater

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

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

(2014) Ch. Suryanarayana et al.   NEUROCOMPUTING

A Stochastic Modelling Technique for Groundwater Level Forecasting in an Arid Environment Using Time Series Methods

(2014) Mohammad Mirzavand et al.   WATER RESOURCES MANAGEMENT

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

Wavelet-based multiscale performance analysis: An approach to assess and improve hydrological models

(2014) Maheswaran Rathinasamy et al.   WATER RESOURCES RESEARCH

Predicting groundwater level fluctuations with meteorological effect implications—A comparative study among soft computing techniques

(2013) Jalal Shiri et al.   COMPUTERS & GEOSCIENCES

Groundwater-level prediction using multiple linear regression and artificial neural network techniques: a comparative assessment

(2013) Sasmita Sahoo et al.   HYDROGEOLOGY JOURNAL

A hybrid SVM-PSO model for forecasting monthly streamflow

(2013) Ch. Sudheer et al.   NEURAL COMPUTING & APPLICATIONS

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

(2013) Vahid Moosavi et al.   WATER RESOURCES MANAGEMENT

Wavelet–Volterra coupled model for monthly stream flow forecasting

(2012) R. Maheswaran et al.   JOURNAL OF HYDROLOGY

Simulation and parameter optimization of flux cored arc welding using artificial neural network and particle swarm optimization algorithm

(2012) D. Katherasan et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Precipitation forecasting by using wavelet-support vector machine conjunction model

(2011) Ozgur Kisi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada

(2011) Jan Adamowski et al.   WATER RESOURCES RESEARCH

A novel hybridization of artificial neural networks and ARIMA models for time series forecasting

(2010) Mehdi Khashei et al.   APPLIED SOFT COMPUTING

Artificial Neural Networks for Forecasting of Fuzzy Time Series

(2010) U. Reuter et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

Improving parameter estimation and water table depth simulation in a land surface model using GRACE water storage and estimated base flow data

(2010) Min-Hui Lo et al.   WATER RESOURCES RESEARCH

Application and analysis of support vector machine based simulation for runoff and sediment yield

(2009) Debasmita Misra et al.   BIOSYSTEMS ENGINEERING

Time Series Analysis Forecasting and Control

(2009) G. Janacek   JOURNAL OF TIME SERIES ANALYSIS

Modelling groundwater levels in an urban coastal aquifer using artificial neural networks

(2007) B. Krishna et al.   HYDROLOGICAL PROCESSES