Design and implementation of a hybrid MLP-GSA model with multi-layer perceptron-gravitational search algorithm for monthly lake water level forecasting

Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data

(2018) Ravinesh C. Deo et al.   RENEWABLE ENERGY

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

Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey

(2017) Mohammad Ali Ghorbani et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A comparative study of artificial neural network (MLP, RBF) and support vector machine models for river flow prediction

(2016) Mohammad Ali Ghorbani et al.   Environmental Earth Sciences

An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland

(2016) Ravinesh C Deo et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

(2016) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model

(2016) Ravinesh C. Deo et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review

(2016) Farzad Fahimi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Prediction of Water Level using Monthly Lagged Data in Lake Urmia, Iran

(2016) Babak Vaheddoost et al.   WATER RESOURCES MANAGEMENT

A Novel Method to Water Level Prediction using RBF and FFA

(2016) Seyed Ahmad Soleymani et al.   WATER RESOURCES MANAGEMENT

Bootstrap rank-ordered conditional mutual information (broCMI): A nonlinear input variable selection method for water resources modeling

(2016) John Quilty et al.   WATER RESOURCES RESEARCH

Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia

(2015) Ravinesh C. Deo et al.   ATMOSPHERIC RESEARCH

A supervised committee machine artificial intelligent for improving DRASTIC method to assess groundwater contamination risk: a case study from Tabriz plain aquifer, Iran

(2015) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Inter-comparison of time series models of lake levels predicted by several modeling strategies

(2014) R. Khatibi et al.   JOURNAL OF HYDROLOGY

Estimation of the Change in Lake Water Level by Artificial Intelligence Methods

(2014) Meral Buyukyildiz et al.   WATER RESOURCES MANAGEMENT

ANN Based Sediment Prediction Model Utilizing Different Input Scenarios

(2014) Haitham Abdulmohsin Afan et al.   WATER RESOURCES MANAGEMENT

Klang River-level forecasting using ARIMA and ANFIS models

(2013) Hadi Galavi et al.   JOURNAL AMERICAN WATER WORKS ASSOCIATION

Daily Forecasting of Dam Water Levels: Comparing a Support Vector Machine (SVM) Model With Adaptive Neuro Fuzzy Inference System (ANFIS)

(2013) Afiq Hipni et al.   WATER RESOURCES MANAGEMENT

Prediction of Urmia Lake Water-Level Fluctuations by Using Analytical, Linear Statistic and Intelligent Methods

(2013) Hossein Kakahaji et al.   WATER RESOURCES MANAGEMENT

Chaos and reproduction in sea level

(2012) Manlio De Domenico et al.   APPLIED MATHEMATICAL MODELLING

Multi-objective economic emission load dispatch solution using gravitational search algorithm and considering wind power penetration

(2012) Soumitra Mondal et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Comparison of soil and water assessment tool (SWAT) and multilayer perceptron (MLP) artificial neural network for predicting sediment yield in the Nagwa agricultural watershed in Jharkhand, India

(2011) A. Singh et al.   AGRICULTURAL WATER MANAGEMENT

Forecasting future oil demand in Iran using GSA (Gravitational Search Algorithm)

(2011) M.A. Behrang et al.   ENERGY

Drought modeling – A review

(2011) Ashok K. Mishra et al.   JOURNAL OF HYDROLOGY

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

Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests

(2010) Wim Aertsen et al.   ECOLOGICAL MODELLING

Parameters identification of hydraulic turbine governing system using improved gravitational search algorithm

(2010) Chaoshun Li et al.   ENERGY CONVERSION AND MANAGEMENT

Filter modeling using gravitational search algorithm

(2010) Esmat Rashedi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Daily Outflow Prediction by Multi Layer Perceptron with Logistic Sigmoid and Tangent Sigmoid Activation Functions

(2010) Mehdi Rezaeian Zadeh et al.   WATER RESOURCES MANAGEMENT

Hybrid Particle Swarm and Neural Network Approach for Streamflow Forecasting

(2010) A. Sedki et al.   Mathematical Modelling of Natural Phenomena

Firefly algorithm, stochastic test functions and design optimisation

(2010) Xin She Yang   International Journal of Bio-Inspired Computation

Neural network and wavelet conjunction model for modelling monthly level fluctuations in Turkey

(2009) Özgür Kişi   HYDROLOGICAL PROCESSES

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

Estimation of daily pan evaporation using artificial neural network and multivariate non-linear regression

(2009) Hossein Tabari et al.   IRRIGATION SCIENCE

Comparison of two different data-driven techniques in modeling lake level fluctuations in Turkey

(2009) Mesut Çimen et al.   JOURNAL OF HYDROLOGY

Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks

(2008) Özgür Kişi   HYDROLOGICAL PROCESSES

Modelling level change in lakes using neuro-fuzzy and artificial neural networks

(2008) Alpaslan Yarar et al.   JOURNAL OF HYDROLOGY