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1

Application of artificial neural network and genetic programming models for estimating the longitudinal velocity field in open channel junctions

Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Flow Measurement and Instrumentation

Année:

2015

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2015

2

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

Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Flow Measurement and Instrumentation

Année:

2014

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2014

3

Predicting the velocity field in a 90° Open channel bend using a gene expression programming model

Gholami, Azadeh, Bonakdari, Hossein, Zaji, Amir Hossein, Akhtari, Ali Akbar, Khodashenas, Saeed Reza

Journal:

Flow Measurement and Instrumentation

Année:

2015

Langue:

english

Fichier:

PDF, 864 KB

english, 2015

4

Open channel junction velocity prediction by using a hybrid self-neuron adjustable artificial neural network

Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Flow Measurement and Instrumentation

Année:

2016

Langue:

english

Fichier:

PDF, 3.16 MB

english, 2016

5

Support vector regression for modified oblique side weirs discharge coefficient prediction

Zaji, Amir Hossein, Bonakdari, Hossein, Shamshirband, Shahaboddin

Journal:

Flow Measurement and Instrumentation

Année:

2016

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2016

6

Prediction of scour depth around bridge piers using self-adaptive extreme learning machine

Ebtehaj, Isa, Sattar, Ahmed M. A., Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Journal of Hydroinformatics

Année:

2017

Langue:

english

Fichier:

PDF, 752 KB

english, 2017

7

Integrated Markov chains and uncertainty analysis techniques to more accurately forecast floods using satellite signals

Bonakdari, Hossein, Zaji, Amir Hossein, Binns, Andrew D., Gharabaghi, Bahram

Journal:

Journal of Hydrology

Année:

2019

Langue:

english

Fichier:

PDF, 4.46 MB

english, 2019

8

Assessment of geomorphological bank evolution of the alluvial threshold rivers based on entropy concept parameters

Gholami, Azadeh, Bonakdari, Hossein, Mohammadian, Majid, Zaji, Amir Hossein, Gharabaghi, Bahram

Journal:

Hydrological Sciences Journal

Année:

2019

Langue:

english

Fichier:

PDF, 6.65 MB

english, 2019

9

Combination of sensitivity and uncertainty analyses for sediment transport modeling in sewer pipes

Ebtehaj, Isa, Bonakdari, Hossein, Sadegh Safari, Mir Jafar, Gharabaghi, Bahram, Zaji, Amir Hossein, Madavar, Hossien Riahi, Khozani, Zohreh Sheikh, Es-haghi, Mohammad Sadegh, Shishegaran, Aydin, Mehr,

Journal:

International Journal of Sediment Research

Année:

2019

Fichier:

PDF, 9.36 MB

2019

10

Efficient methods for prediction of velocity fields in open channel junctions based on the artifical neural network

Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Engineering Applications of Computational Fluid Mechanics

Année:

2015

Langue:

english

Fichier:

PDF, 881 KB

english, 2015

11

Numerical investigation of flow field and flowmeter accuracy in open-channel junctions

Sharifipour, Minoo, Bonakdari, Hossein, Zaji, Amir Hossein, Shamshirband, Shahaboddin

Journal:

Engineering Applications of Computational Fluid Mechanics

Année:

2015

Langue:

english

Fichier:

PDF, 811 KB

english, 2015

12

Potential of particle swarm optimization based radial basis function network to predict the discharge coefficient of a modified triangular side weir

Zaji, Amir Hossein, Bonakdari, Hossein, Shamshirband, Shahaboddin, Qasem, Sultan Noman

Journal:

Flow Measurement and Instrumentation

Année:

2015

Langue:

english

Fichier:

PDF, 660 KB

english, 2015

13

Simulation of open channel bend characteristics using computational fluid dynamics and artificial neural networks

Gholami, Azadeh, Bonakdari, Hossein, Zaji, Amir Hossein, Akhtari, Ali Akbar

Journal:

Engineering Applications of Computational Fluid Mechanics

Année:

2015

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2015

14

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

Ebtehaj, Isa, Bonakdari, Hossein, Zaji, Amir Hossein, Azimi, Hamed, Khoshbin, Fatemeh

Journal:

Engineering Science and Technology, an International Journal

Année:

2015

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2015

15

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

Ebtehaj, Isa, Bonakdari, Hossein, Zaji, Amir Hossein, Azimi, Hamed, Sharifi, Ali

Journal:

Applied Soft Computing

Année:

2015

Langue:

english

Fichier:

PDF, 2.33 MB

english, 2015

16

Sensitivity analysis of the discharge coefficient of a modified triangular side weir by adaptive neuro-fuzzy methodology

Bonakdari, Hossein, Zaji, Amir Hossein, Shamshirband, Shahaboddin, Hashim, Roslan, Petkovic, Dalibor

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2015

17

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

Khoshbin, Fatemeh, Bonakdari, Hossein, Ashraf Talesh, Seyed Hamed, Ebtehaj, Isa, Zaji, Amir Hossein, Azimi, Hamed

Journal:

Engineering Optimization

Année:

2015

Langue:

english

Fichier:

PDF, 649 KB

english, 2015

18

Firefly optimization algorithm effect on support vector regression prediction improvement of a modified labyrinth side weir's discharge coefficient

Zaji, Amir Hossein, Bonakdari, Hossein, Khodashenas, Saeed Reza, Shamshirband, Shahaboddin

Journal:

Applied Mathematics and Computation

Année:

2016

Langue:

english

Fichier:

PDF, 841 KB

english, 2016

19

Improved side weir discharge coefficient modeling by adaptive neuro-fuzzy methodology

Shamshirband, Shahaboddin, Bonakdari, Hossein, Hossein Zaji, Amir, Petkovic, Dalibor, Motamedi, Shervin

Journal:

KSCE Journal of Civil Engineering

Année:

2016

Langue:

english

Fichier:

PDF, 399 KB

english, 2016

20

Application of a genetic algorithm in predicting the percentage of shear force carried by walls in smooth rectangular channels

Khozani, Zohreh Sheikh, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2016

21

Design of modified structure multi-layer perceptron networks based on decision trees for the prediction of flow parameters in 90° open-channel bends

Gholami, Azadeh, Bonakdari, Hossein, Zaji, Amir Hossein, Ajeel Fenjan, Salma, Akhtari, Ali Akbar

Journal:

Engineering Applications of Computational Fluid Mechanics

Année:

2016

Langue:

english

Fichier:

PDF, 3.94 MB

english, 2016

22

Improving the performance of multi-layer perceptron and radial basis function models with a decision tree model to predict flow variables in a sharp 90° bend

Gholami, Azadeh, Bonakdari, Hossein, Zaji, Amir Hossein, Michelson, David G., Akhtari, Ali Akbar

Journal:

Applied Soft Computing

Année:

2016

Langue:

english

Fichier:

PDF, 6.08 MB

english, 2016

23

Design of a support vector machine with different kernel functions to predict scour depth around bridge piers

Sharafi, Hassan, Ebtehaj, Isa, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Natural Hazards

Année:

2016

Langue:

english

Fichier:

PDF, 946 KB

english, 2016

24

Effects of Width Ratios and Deviation Angles on the Mean Velocity in Inlet Channels Using Numerical Modeling and Artificial Neural Network Modeling

Karimi, Sohrab, Bonakdari, Hossein, Karami, Hojat, Gholami, Azadeh, Zaji, Amir Hossein

Journal:

International Journal of Civil Engineering

Année:

2017

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2017

25

Comparison of genetic programming and radial basis function neural network for open-channel junction velocity field prediction

Sharifipour, Minoo, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Neural Computing and Applications

Année:

2016

Langue:

english

Fichier:

PDF, 1.07 MB

english, 2016

26

Estimating shear stress in a rectangular channel with rough boundaries using an optimized SVM method

Khozani, Zohreh Sheikh, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Neural Computing and Applications

Année:

2017

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2017

27

Assessment of Stochastic Models and a Hybrid Artificial Neural Network-Genetic Algorithm Method in Forecasting Monthly Reservoir Inflow

Moeeni, Hamid, Bonakdari, Hossein, Fatemi, Seyed Ehsan, Zaji, Amir Hossein

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 945 KB

english, 2017

28

New radial basis function network method based on decision trees to predict flow variables in a curved channel

Gholami, Azadeh, Bonakdari, Hossein, Zaji, Amir Hossein, Fenjan, Salma Ajeel, Akhtari, Ali Akbar

Journal:

Neural Computing and Applications

Année:

2017

Langue:

english

Fichier:

PDF, 2.06 MB

english, 2017

29

Design of a new hybrid artificial neural network method based on decision trees for calculating the Froude number in rigid rectangular channels

Ebtehaj, Isa, Bonakdari, Hossein, Hossein Zaji, Amir, Hin Joo Bong, Charles, Ab Ghani, Aminuddin

Journal:

Journal of Hydrology and Hydromechanics

Année:

2016

Langue:

english

Fichier:

PDF, 1.94 MB

english, 2016

30

Using two soft computing methods to predict wall and bed shear stress in smooth rectangular channels

Khozani, Zohreh Sheikh, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Applied Water Science

Année:

2017

Langue:

english

Fichier:

PDF, 1.22 MB

english, 2017

31

Estimating the shear force carried by walls in rough rectangular channels using a new approach based on the radial basis function method

Sheikh Khozani, Zohreh, Bonakdari, Hossein, Akhtari, Ali Akbar, Zaji, Amir Hossein

Journal:

International Journal of River Basin Management

Année:

2017

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2017

32

Optimum Support Vector Regression for Discharge Coefficient of Modified Side Weirs Prediction

Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2017

33

Estimating the shear stress distribution in circular channels based on the randomized neural network technique

Khozani, Zohreh Sheikh, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Applied Soft Computing

Année:

2017

Langue:

english

Fichier:

PDF, 1.48 MB

english, 2017

34

Efficient shear stress distribution detection in circular channels using Extreme Learning Machines and the M5 model tree algorithm

Khozani, Zohreh Sheikh, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Urban Water Journal

Année:

2017

Langue:

english

Fichier:

PDF, 1.60 MB

english, 2017

35

A new hybrid decision tree method based on two artificial neural networks for predicting sediment transport in clean pipes

Ebtehaj, Isa, Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Alexandria Engineering Journal

Année:

2017

Langue:

english

Fichier:

PDF, 1.35 MB

english, 2017

36

Comparative Assessment of the Hybrid Genetic Algorithm–Artificial Neural Network and Genetic Programming Methods for the Prediction of Longitudinal Velocity Field around a Single Straight Groyne

Safarzadeh, Akbar, Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Applied Soft Computing

Année:

2017

Langue:

english

Fichier:

PDF, 2.58 MB

english, 2017

37

Robustness lake water level prediction using the search heuristic-based artificial intelligence methods

Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

ISH Journal of Hydraulic Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 1.82 MB

english, 2018

38

3D flow simulation of straight groynes using hybrid DE-based artificial intelligence methods

Safarzadeh, Akbar, Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Année:

2018

Langue:

english

Fichier:

PDF, 6.60 MB

english, 2018

39

Remote Sensing Satellite Data Preparation for Simulating and Forecasting River Discharge

Zaji, Amir Hossein, Bonakdari, Hossein, Gharabaghi, Bahram

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2018

Langue:

english

Fichier:

PDF, 2.56 MB

english, 2018

40

New type side weir discharge coefficient simulation using three novel hybrid adaptive neuro-fuzzy inference systems

Bonakdari, Hossein, Zaji, Amir Hossein

Journal:

Applied Water Science

Année:

2018

Langue:

english

Fichier:

PDF, 1.54 MB

english, 2018

41

Reservoir water level forecasting using group method of data handling

Zaji, Amir Hossein, Bonakdari, Hossein, Gharabaghi, Bahram

Journal:

Acta Geophysica

Année:

2018

Langue:

english

Fichier:

PDF, 2.08 MB

english, 2018

42

More accurate prediction of the complex velocity field in sewers based on uncertainty analysis using extreme learning machine technique

Bonakdari, Hossein, Zaji, Amir Hossein, Gharabaghi, Bahram, Ebtehaj, Isa, Moazamnia, Marjan

Journal:

ISH Journal of Hydraulic Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 2.59 MB

english, 2018

43

Evaluating the apparent shear stress in prismatic compound channels using the Genetic Algorithm based on Multi-Layer Perceptron: A comparative study

Bonakdari, Hossein, Khozani, Zohreh Sheikh, Zaji, Amir Hossein, Asadpour, Navid

Journal:

Applied Mathematics and Computation

Année:

2018

Langue:

english

Fichier:

PDF, 1.65 MB

english, 2018

44

Applying Upstream Satellite Signals and a 2-D Error Minimization Algorithm to Advance Early Warning and Management of Flood Water Levels and River Discharge

Zaji, Amir Hossein, Bonakdari, Hossein, Gharabaghi, Bahram

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2018

Langue:

english

Fichier:

PDF, 2.82 MB

english, 2018

45

Sensitivity analysis of parameters affecting scour depth around bridge piers based on the non-tuned, rapid extreme learning machine method

Ebtehaj, Isa, Bonakdari, Hossein, Zaji, Amir Hossein, Sharafi, Hassan

Journal:

Neural Computing and Applications

Année:

2018

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2018

46

Velocity Field Simulation of Open-Channel Junction Using Artificial Intelligence Approaches

Zaji, Amir Hossein, Bonakdari, Hossein

Journal:

Iranian Journal of Science and Technology, Transactions of Civil Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2018

47

Developing an AI-based method for river discharge forecasting using satellite signals

Zaji, Amir Hossein, Bonakdari, Hossein, Gharabaghi, Bahram

Journal:

Theoretical and Applied Climatology

Année:

2019

Fichier:

PDF, 11.62 MB

2019

48

Assessment of geomorphological bank evolution of the alluvial threshold rivers based on entropy concept parameters

Gholami, Azadeh, Bonakdari, Hossein, Mohammadian, Majid, Zaji, Amir Hossein, Gharabaghi, Bahram

Journal:

Hydrological Sciences Journal

Année:

2019

Fichier:

PDF, 6.65 MB

2019

49

An efficient classified radial basis neural network for prediction of flow variables in sharp open-channel bends

Gholami, Azadeh, Bonakdari, Hossein, Zaji, Amir Hossein, Akhtari, Ali Akbar

Journal:

Applied Water Science

Année:

2019

Langue:

english

Fichier:

PDF, 4.51 MB

english, 2019

50

Combination of sensitivity and uncertainty analyses for sediment transport modeling in sewer pipes

Ebtehaj, Isa, Bonakdari, Hossein, Sadegh Safari, Mir Jafar, Gharabaghi, Bahram, Zaji, Amir Hossein, Madavar, Hossien Riahi, Khozani, Zohreh Sheikh, Es-haghi, Mohammad Sadegh, Shishegaran, Aydin, Mehr,

Journal:

International Journal of Sediment Research

Année:

2019

Langue:

english

Fichier:

PDF, 9.36 MB

english, 2019