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

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

Application of firefly algorithm-based support vector machines for prediction of field capacity and permanent wilting point

(2017) Mohammad Ali Ghorbani et al.   SOIL & TILLAGE RESEARCH

Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran

(2017) M. A. Ghorbani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA

(2017) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

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

Modified Firefly Algorithm for Solving Multireservoir Operation in Continuous and Discrete Domains

(2016) Irene Garousi-Nejad et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

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

Modified Firefly Algorithm for Solving Multireservoir Operation in Continuous and Discrete Domains

(2016) Irene Garousi-Nejad et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

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

Mutual Information-based multi-label feature selection using interaction information

(2015) Jaesung Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

A support vector machine–firefly algorithm-based model for global solar radiation prediction

(2015) Lanre Olatomiwa et al.   SOLAR ENERGY

A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

(2014) Abdollah Kavousi-Fard et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Input selection and optimisation for monthly rainfall forecasting in Queensland, Australia, using artificial neural networks

(2013) John Abbot et al.   ATMOSPHERIC RESEARCH

Approximation of modified Anderson–Darling test statistics for extreme value distributions with unknown shape parameter

(2013) Jun-Haeng Heo et al.   JOURNAL OF HYDROLOGY

A Support Vector Machine-Firefly Algorithm based forecasting model to determine malaria transmission

(2013) Sudheer Ch et al.   NEUROCOMPUTING

Relative importance of parameters affecting wind speed prediction using artificial neural networks

(2013) M. A. Ghorbani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

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

(2013) Hossein Kakahaji et al.   WATER RESOURCES MANAGEMENT

Tree-based iterative input variable selection for hydrological modeling

(2013) S. Galelli et al.   WATER RESOURCES RESEARCH

Urban water demand forecasting and uncertainty assessment using ensemble wavelet-bootstrap-neural network models

(2013) Mukesh K. Tiwari et al.   WATER RESOURCES RESEARCH

Chaos and reproduction in sea level

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

Prediction of significant wave height using geno-multilayer perceptron

(2012) Abdüsselam Altunkaynak   OCEAN ENGINEERING

Optimum design of tower structures using Firefly Algorithm

(2012) Siamak Talatahari et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

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

Comparison of three artificial intelligence techniques for discharge routing

(2011) Rahman Khatibi et al.   JOURNAL OF HYDROLOGY

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 of Multivariate Regression and Artificial Neural Networks for Peak Urban Water-Demand Forecasting: Evaluation of Different ANN Learning Algorithms

(2010) Jan Adamowski et al.   JOURNAL OF HYDROLOGIC ENGINEERING

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

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

Comparison of Recurrent Neural Network, Adaptive Neuro-Fuzzy Inference System and Stochastic Models in Eğirdir Lake Level Forecasting

(2009) Veysel Güldal et al.   WATER RESOURCES MANAGEMENT

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

SSA, PCA, TDPSC, ACFA: Useful combination of methods for analysis of short and nonstationary time series

(2006) Nikolay K. Vitanov et al.   CHAOS SOLITONS & FRACTALS