Hossein Bonakdari

Overview

Best Publications

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

  Zaher Mundher Yaseen;Zaher Mundher Yaseen;Isa Ebtehaj;Hossein Bonakdari;Ravinesh C. Deo

  267
  Citations

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

  Mohammad Ali Ghorbani;Mohammad Ali Ghorbani;Shahaboddin Shamshirband;Davoud Zare Haghi;Atefe Azani

  163
  Citations

• GMDH-type neural network approach for modeling the discharge coefficient of rectangular sharp-crested side weirs

  Isa Ebtehaj;Hossein Bonakdari;Amir Hossein Zaji;Hamed Azimi

  157
  Citations

• Gene expression programming to predict the discharge coefficient in rectangular side weirs

  Isa Ebtehaj;Hossein Bonakdari;Amir Hossein Zaji;Hamed Azimi

  140
  Citations

• EVALUATION OF SEDIMENT TRANSPORT IN SEWER USING ARTIFICIAL NEURAL NETWORK

  Isa Ebtehaj;Hossein Bonakdari

  139
  Citations

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

  Zaher Mundher Yaseen;Zaher Mundher Yaseen;Mazen Ismaeel Ghareb;Isa Ebtehaj;Hossein Bonakdari

  137
  Citations

• Performance Evaluation of Adaptive Neural Fuzzy Inference System for Sediment Transport in Sewers

  Isa Ebtehaj;Hossein Bonakdari

  122
  Citations

• An integrated framework of Extreme Learning Machines for predicting scour at pile groups in clear water condition

  Isa Ebtehaj;Hossein Bonakdari;Fatemeh Moradi;Bahram Gharabaghi

  119
  Citations

• Predicting wastewater treatment plant quality parameters using a novel hybrid linear-nonlinear methodology.

  Khadije Lotfi;Hossein Bonakdari;Isa Ebtehaj;Farouq S. Mjalli

  116
  Citations

• Novel Hybrid Data-Intelligence Model for Forecasting Monthly Rainfall with Uncertainty Analysis

  Zaher Mundher Yaseen;Isa Ebtehaj;Sungwon Kim;Hadi Sanikhani

  114
  Citations

• Turbulent velocity profile in fully-developed open channel flows

  Hossein Bonakdari;Frédérique Larrarte;Laurent Lassabatere;Claude Joannis

  113
  Citations

• Comparative analysis of GMDH neural network based on genetic algorithm and particle swarm optimization in stable channel design

  Saba Shaghaghi;Hossein Bonakdari;Azadeh Gholami;Isa Ebtehaj

  102
  Citations

• Implementation of Univariate Paradigm for Streamflow Simulation Using Hybrid Data-Driven Model: Case Study in Tropical Region

  Zaher Mundher Yaseen;Wan Hanna Melini Wan Mohtar;Ameen Mohammed Salih Ameen;Isa Ebtehaj

  102
  Citations

• Adaptive neuro-fuzzy inference system multi-objective optimization using the genetic algorithm/singular value decomposition method for modelling the discharge coefficient in rectangular sharp-crested side weirs

  Fatemeh Khoshbin;Hossein Bonakdari;Seyed Hamed Ashraf Talesh;Isa Ebtehaj

  102
  Citations

• Novel hybrid linear stochastic with non-linear extreme learning machine methods for forecasting monthly rainfall a tropical climate.

  Mohammad Zeynoddin;Hossein Bonakdari;Arash Azari;Isa Ebtehaj

  95
  Citations

• 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

  Isa Ebtehaj;Hossein Bonakdari;Bahram Gharabaghi

  94
  Citations

• Numerical Analysis and Prediction of the Velocity Field in Curved Open Channel Using Artificial Neural Network and Genetic Algorithm

  H. Bonakdari;S. Baghalian;F. Nazari;M. Fazli

  94
  Citations

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

  Isa Ebtehaj;Hossein Bonakdari;Fatemeh Khoshbin;Hamed Azimi

  93
  Citations

• Lake Water-Level fluctuations forecasting using Minimax Probability Machine Regression, Relevance Vector Machine, Gaussian Process Regression, and Extreme Learning Machine

  Hossein Bonakdari;Isa Ebtehaj;Pijush Samui;Bahram Gharabaghi

  91
  Citations

• A reliable linear stochastic daily soil temperature forecast model

  Mohammad Zeynoddin;Hossein Bonakdari;Isa Ebtehaj;Fatemeh Esmaeilbeiki

  88
  Citations

• Forecasting monthly inflow with extreme seasonal variation using the hybrid SARIMA-ANN model

  Hamid Moeeni;Hossein Bonakdari

  87
  Citations

• Extreme learning machine assessment for estimating sediment transport in open channels

  Isa Ebtehaj;Hossein Bonakdari;Shahaboddin Shamshirband

  83
  Citations