Artificial Neural Network and Support Vector Machine Models for Inflow Prediction of Dam Reservoir (Case Study: Zayandehroud Dam Reservoir)

A Probabilistic Wavelet–Support Vector Regression Model for Streamflow Forecasting with Rainfall and Climate Information Input*

(2015) Zhiyong Liu et al.   JOURNAL OF HYDROMETEOROLOGY

River Discharges Forecasting In Northern Iraq Using Different ANN Techniques

(2014) Taymoor A. Awchi   WATER RESOURCES MANAGEMENT

Wavelet Genetic Algorithm-Support Vector Regression (Wavelet GA-SVR) for Monthly Flow Forecasting

(2014) Aman Mohammad Kalteh   WATER RESOURCES MANAGEMENT

Predicting streamflows to a multipurpose reservoir using artificial neural networks and regression techniques

(2014) Muhammad Hassan et al.   Earth Science Informatics

A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

(2013) Zhibin He et al.   JOURNAL OF HYDROLOGY

Hydrological time series modeling: A comparison between adaptive neuro-fuzzy, neural network and autoregressive techniques

(2012) A.K. Lohani et al.   JOURNAL OF HYDROLOGY

Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir

(2012) Mohammad Valipour et al.   JOURNAL OF HYDROLOGY

Performance evaluation of artificial neural network approaches in forecasting reservoir inflow

(2011) M. Taghi Sattari et al.   APPLIED MATHEMATICAL MODELLING

A wavelet-support vector machine conjunction model for monthly streamflow forecasting

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

(2011) R. Noori et al.   JOURNAL OF HYDROLOGY

A framework development for predicting the longitudinal dispersion coefficient in natural streams using an artificial neural network

(2010) R. Noori et al.   Environmental Progress & Sustainable Energy

Comparison of ANN and principal component analysis-multivariate linear regression models for predicting the river flow based on developed discrepancy ratio statistic

(2010) Roohollah Noori et al.   EXPERT SYSTEMS WITH APPLICATIONS

River flow forecasting and estimation using different artificial neural network techniques

(2008) Özgür Kişi   HYDROLOGY RESEARCH