Reservoir water level forecasting using group method of data handling

A methodological approach of predicting threshold channel bank profile by multi-objective evolutionary optimization of ANFIS

(2018) Azadeh Gholami et al.   ENGINEERING GEOLOGY

Development of more accurate discharge coefficient prediction equations for rectangular side weirs using adaptive neuro-fuzzy inference system and generalized group method of data handling

(2018) Isa Ebtehaj et al.   MEASUREMENT

Improving capability of conceptual modeling of watershed rainfall–runoff using hybrid wavelet-extreme learning machine approach

(2017) Kiyoumars Roushangar et al.   JOURNAL OF HYDROINFORMATICS

A hybrid wavelet-support vector machine model for prediction of Lake water level fluctuations using hydro-meteorological data

(2017) Basant Yadav et al.   MEASUREMENT

Multi-step water quality forecasting using a boosting ensemble multi-wavelet extreme learning machine model

(2017) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Evolutionary design of a generalized polynomial neural network for modelling sediment transport in clean pipes

(2016) Isa Ebtehaj et al.   ENGINEERING OPTIMIZATION

Evaluation of neuro-fuzzy GMDH-based particle swarm optimization to predict longitudinal dispersion coefficient in rivers

(2016) Mohammad Najafzadeh et al.   Environmental Earth Sciences

Prediction of Water-Level in the Urmia Lake Using the Extreme Learning Machine Approach

(2016) Jalal Shiri et al.   WATER RESOURCES MANAGEMENT

Pareto genetic design of group method of data handling type neural network for prediction discharge coefficient in rectangular side orifices

(2015) Isa Ebtehaj et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Performance evaluation of two different neural network and particle swarm optimization methods for prediction of discharge capacity of modified triangular side weirs

(2014) Amir Hossein Zaji et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Forecasting performance of support vector machine for the Poyang Lake's water level

(2014) Yingying Lan   WATER SCIENCE AND TECHNOLOGY

Application of improved neuro-fuzzy GMDH to predict scour depth at sluice gates

(2014) Mohammad Najafzadeh et al.   Earth Science Informatics

Integration of dynamic rainfall data with environmental factors to forecast debris flow using an improved GMDH model

(2013) Hui Zhang et al.   COMPUTERS & GEOSCIENCES

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

(2013) Hossein Kakahaji et al.   WATER RESOURCES MANAGEMENT

Group method of data handling to predict scour depth around bridge piers

(2012) Mohammad Najafzadeh et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of pipeline scour depth in clear-water and live-bed conditions using group method of data handling

(2012) Mohammad Najafzadeh et al.   NEURAL COMPUTING & APPLICATIONS

Forecasting daily lake levels using artificial intelligence approaches

(2011) Ozgur Kisi et al.   COMPUTERS & GEOSCIENCES

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Comparison of group method of data handling based genetic programming and back propagation systems to predict scour depth around bridge piers

(2011) M. Najafzadeh et al.   Scientia Iranica

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