A Comparative Study on Prediction of Monthly Streamflow Using Hybrid ANFIS-PSO Approaches

Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series

(2020) Babak Mohammadi et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Wind turbine power output very short-term forecast: A comparative study of data clustering techniques in a PSO-ANFIS model

(2020) Paul A. Adedeji et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of daily streamflow using artificial neural networks (ANNs), wavelet neural networks (WNNs), and adaptive neuro-fuzzy inference system (ANFIS) models

(2020) Hüseyin Yıldırım Dalkiliç et al.   Water Science and Technology-Water Supply

Modeling unsaturated hydraulic conductivity by hybrid soft computing techniques

(2019) Parveen Sihag et al.   SOFT COMPUTING

Hybrid Wavelet-M5 Model Tree for Rainfall-Runoff Modeling

(2019) Vahid Nourani et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Comparative evaluation of intelligent algorithms to improve adaptive neuro-fuzzy inference system performance in precipitation modelling

(2019) Armin Azad et al.   JOURNAL OF HYDROLOGY

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting

(2019) Paula Karenina de Macedo Machado Freire et al.   APPLIED SOFT COMPUTING

Combination of Multiple Data-Driven Models for Long-Term Monthly Runoff Predictions Based on Bayesian Model Averaging

(2019) Huaping Huang et al.   WATER RESOURCES MANAGEMENT

Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors

(2019) Mohammad Ehteram et al.   Water

A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)

(2019) Yazid Tikhamarine et al.   Arabian Journal of Geosciences

Novel hybrid approaches based on evolutionary strategy for streamflow forecasting in the Chellif River, Algeria

(2019) Mousaab Zakhrouf et al.   Acta Geophysica

Simulation of the depth scouring downstream sluice gate: The validation of newly developed data-intelligent models

(2019) Ahmad Sharafati et al.   Journal of Hydro-environment Research

Univariate streamflow forecasting using commonly used data-driven models: literature review and case study

(2018) Zhenghao Zhang et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Data Pre-Analysis and Ensemble of Various Artificial Neural Networks for Monthly Streamflow Forecasting

(2018) Jianzhong Zhou et al.   Water

Prediction of river flow using hybrid neuro-fuzzy models

(2018) Armin Azad et al.   Arabian Journal of Geosciences

Modeling Groundwater Quality Parameters Using Hybrid Neuro-Fuzzy Methods

(2018) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

Streamflow forecasting by combining neural networks and fuzzy models using advanced methods of input variable selection

(2017) A. B. Dariane et al.   JOURNAL OF HYDROINFORMATICS

A Comparative Assessment of Artificial Neural Network, Generalized Regression Neural Network, Least-Square Support Vector Regression, and K-Nearest Neighbor Regression for Monthly Streamflow Forecasting in Linear and Nonlinear Conditions

(2017) Fereshteh Modaresi et al.   WATER RESOURCES MANAGEMENT

Streamflow Forecasting Using Empirical Wavelet Transform and Artificial Neural Networks

(2017) Tian Peng et al.   Water

Mid- and long-term runoff predictions by an improved phase-space reconstruction model

(2016) Mei Hong et al.   ENVIRONMENTAL RESEARCH

Forecasting streamflow by combination of a genetic input selection algorithm and wavelet transforms using ANFIS models

(2016) A.B. Dariane et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Generation of Natural Runoff Monthly Series at Ungauged Sites Using a Regional Regressive Model

(2016) Dario Pumo et al.   Water

Hydrological modelling of urbanized catchments: A review and future directions

(2015) Elga Salvadore et al.   JOURNAL OF HYDROLOGY

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

(2015) Youngmin Seo et al.   JOURNAL OF HYDROLOGY

Back Analysis of the Permeability Coefficient of a High Core Rockfill Dam Based on a RBF Neural Network Optimized Using the PSO Algorithm

(2015) Shichun Chi et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

The combined use of wavelet transform and black box models in reservoir inflow modeling

(2013) Umut Okkan et al.   Journal of Hydrology and Hydromechanics

Flood flow forecasting using ANN, ANFIS and regression models

(2013) M. Rezaeianzadeh et al.   NEURAL COMPUTING & APPLICATIONS

Streamflow forecasting using least-squares support vector machines

(2012) Ani Shabri et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Multilayer perceptron with different training algorithms for streamflow forecasting

(2012) P. Hosseinzadeh Talaee   NEURAL COMPUTING & APPLICATIONS

River Flow Estimation and Forecasting by Using Two Different Adaptive Neuro-Fuzzy Approaches

(2012) Hadi Sanikhani et al.   WATER RESOURCES MANAGEMENT

Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model

(2010) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Evaporation estimation using artificial neural networks and adaptive neuro-fuzzy inference system techniques

(2008) A. Moghaddamnia et al.   ADVANCES IN WATER RESOURCES

River flow forecasting and estimation using different artificial neural network techniques

(2008) Özgür Kişi   HYDROLOGY RESEARCH