A Comparative Study of Autoregressive, Autoregressive Moving Average, Gene Expression Programming and Bayesian Networks for Estimating Monthly Streamflow

Assessing the potential of data-driven models for estimation of long-term monthly temperatures

(2018) Saeid Mehdizadeh   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimation of soil temperature using gene expression programming and artificial neural networks in a semiarid region

(2017) Javad Behmanesh et al.   Environmental Earth Sciences

Wavelet-linear genetic programming: A new approach for modeling monthly streamflow

(2017) Masoud Ravansalar et al.   JOURNAL OF HYDROLOGY

A comparison of monthly precipitation point estimates at 6 locations in Iran using integration of soft computing methods and GARCH time series model

(2017) Saeid Mehdizadeh et al.   JOURNAL OF HYDROLOGY

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

(2017) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

A Pareto-optimal moving average multigene genetic programming model for daily streamflow prediction

(2017) Ali Danandeh Mehr et al.   JOURNAL OF HYDROLOGY

Performance Assessment of the Linear, Nonlinear and Nonparametric Data Driven Models in River Flow Forecasting

(2017) Ali Ahani et al.   WATER RESOURCES MANAGEMENT

Daily Mean Streamflow Prediction in Perennial and Non-Perennial Rivers Using Four Data Driven Techniques

(2017) Sajjad Abdollahi et al.   WATER RESOURCES MANAGEMENT

New Approaches for Estimation of Monthly Rainfall Based on GEP-ARCH and ANN-ARCH Hybrid Models

(2017) Saeid Mehdizadeh et al.   WATER RESOURCES MANAGEMENT

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

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

(2016) Greer B. Humphrey et al.   JOURNAL OF HYDROLOGY

Forecasting daily streamflow using online sequential extreme learning machines

(2016) Aranildo R. Lima et al.   JOURNAL OF HYDROLOGY

Are hybrid models integrated with data preprocessing techniques suitable for monthly streamflow forecasting? Some experiment evidences

(2015) Xiaoli Zhang et al.   JOURNAL OF HYDROLOGY

Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS

(2014) Manish Kumar Goyal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Daily streamflow forecasting using a wavelet transform and artificial neural network hybrid models

(2013) Celso Augusto Guimarães Santos et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon

(2012) Riccardo Taormina et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Artificial neural network models for reference evapotranspiration in an arid area of northwest China

(2012) Z. Huo et al.   JOURNAL OF ARID ENVIRONMENTS

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

(2012) Hadi Sanikhani et al.   WATER RESOURCES MANAGEMENT

Estimation of global solar radiation using ANN over Turkey

(2011) Muammer Ozgoren et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Daily streamflow forecasting by machine learning methods with weather and climate inputs

(2011) Kabir Rasouli et al.   JOURNAL OF HYDROLOGY

A combined generalized regression neural network wavelet model for monthly streamflow prediction

(2011) Özgür Kişi   KSCE Journal of Civil Engineering

Evolutionary Modeling for Streamflow Forecasting with Minimal Datasets: A Case Study in the West Malian River, China

(2010) Qingwei Ni et al.   ENVIRONMENTAL ENGINEERING SCIENCE

Adaptive neuro fuzzy inference system for classification of water quality status

(2010) Han Yan et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

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

(2010) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Short-term streamflow forecasting with global climate change implications – A comparative study between genetic programming and neural network models

(2008) A. Makkeasorn et al.   JOURNAL OF HYDROLOGY