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Mohammad Najafzadeh
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Year
Scour prediction in long contractions using ANFIS and SVM
M Najafzadeh, A Etemad-Shahidi, SY Lim
Ocean Engineering 111, 128-135, 2016
1182016
Comparison of group method of data handling based genetic programming and back propagation systems to predict scour depth around bridge piers
M Najafzadeh, GA Barani
Scientia Iranica 18 (6), 1207-1213, 2011
1132011
Neuro-fuzzy GMDH to predict the scour pile groups due to waves
M Najafzadeh, HM Azamathulla
Journal of Computing in Civil Engineering 29 (5), 04014068, 2015
1092015
GMDH to predict scour depth around a pier in cohesive soils
M Najafzadeh, GA Barani, HM Azamathulla
Applied Ocean Research 40, 35-41, 2013
1042013
Prediction of maximum scour depth around piers with debris accumulation using EPR, MT, and GEP models
M Najafzadeh, M Rezaie Balf, E Rashedi
Journal of Hydroinformatics 18 (5), 867-884, 2016
982016
Receiving More Accurate Predictions for Longitudinal Dispersion Coefficients in Water Pipelines: Training Group Method of Data Handling Using Extreme Learning Machine Conceptions
F Saberi-Movahed, M Najafzadeh, A Mehrpooya
Water Resources Management 34, 529–561, 2020
952020
Evaluation of neuro-fuzzy GMDH-based particle swarm optimization to predict longitudinal dispersion coefficient in rivers
M Najafzadeh, A Tafarojnoruz
Environmental Earth Sciences 75 (2), 1-12, 2016
942016
Application of improved neuro-fuzzy GMDH to predict scour depth at sluice gates
M Najafzadeh, SY Lim
Earth Science Informatics 8 (1), 187-196, 2015
872015
Prediction of pipeline scour depth in clear-water and live-bed conditions using group method of data handling
M Najafzadeh, GA Barani, HM Azamathulla
Neural Computing and Applications 24 (3), 629-635, 2014
742014
NF-GMDH-Based self-organized systems to predict bridge pier scour depth under debris flow effects
M Najafzadeh, F Saberi-Movahed, S Sarkamaryan
Marine Georesources & Geotechnology 36 (5), 589-602, 2018
702018
Prediction of the five-day biochemical oxygen demand and chemical oxygen demand in natural streams using machine learning methods
M Najafzadeh, A Ghaemi
Environmental Monitoring and Assessment 191 (6), 380, 2019
682019
Neuro-fuzzy GMDH approach to predict longitudinal dispersion in water networks
M Najafzadeh, A Sattar
Water Resources Management 29 (7), 2205-2219, 2015
672015
GMDH based back propagation algorithm to predict abutment scour in cohesive soils
M Najafzadeh, GA Barani, MRH Kermani
Ocean Engineering 59, 100-106, 2013
672013
Abutment scour in clear-water and live-bed conditions by GMDH network
M Najafzadeh, GA Barani, MRH Kermani
Water Science and Technology 67 (5), 1121-1128, 2013
65*2013
Group method of data handling to predict scour depth around bridge piers
M Najafzadeh, HM Azamathulla
Neural Computing and Applications 23 (7), 2107-2112, 2013
642013
Neuro-fuzzy GMDH systems based evolutionary algorithms to predict scour pile groups in clear water conditions
M Najafzadeh
Ocean Engineering 99, 85-94, 2015
632015
GMDH-GEP to predict free span expansion rates below pipelines under waves
M Najafzadeh, F Saberi-Movahed
Marine Georesources & Geotechnology 37 (3), 375-392, 2019
622019
Neuro-fuzzy GMDH-based evolutionary algorithms to predict flow discharge in straight compound channels
M Najafzadeh, A Zahiri
Journal of Hydrologic Engineering 20 (12), 04015035, 2015
592015
Group method of data handling to predict scour depth around vertical piles under regular waves
M Najafzadeh, GA Barani, MR Hessami-Kermani
Scientia Iranica 20 (3), 406-413, 2013
592013
Prediction of water quality parameters using evolutionary computing-based formulations
M Najafzadeh, A Ghaemi, S Emamgholizadeh
International Journal of Environmental Science and Technology 16 (10), 6377-6396, 2019
562019
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Articles 1–20