Ayoub Nafii - Concepedia

Author

Ayoub Nafii

University of Hassan II Casablanca ORCID

Also Known As

Ayoub Nafii, Nafii Ayoub

Publications

374

Citations

H-Index

Concepts

All Affiliations

University of Hassan II Casablanca

About

Ayoub Nafii is an author at University of Hassan II Casablanca specializing in engineering, data science, and predictive analytics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	346
2	Data Science	4	4	270
3	Civil Engineering	2	2	65
4	Management	1	1	159
5	Computer Science	1	1	159

Ayoub Nafii

Publications

356

Citations

H-Index

Page 1

	Year	Citations
An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation Ali El Bilali, Taleb Abdeslam, Ayoub Nafii, Journal of Environmental Management EngineeringMachine LearningData ScienceMachine Learning ModelPattern Recognition	2022	159
A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data Ali El Bilali, Houda Lamane, Abdeslam Taleb, Journal of Cleaner Production Environmental MonitoringEngineeringWater ResourcesData ScienceWater Quality	2022	46
A practical probabilistic approach for simulating life loss in an urban area associated with a dam-break flood Ali El Bilali, Imane Taleb, Ayoub Nafii, International Journal of Disaster Risk Reduction Urban AreaFlash FloodHydrological DisasterEngineeringWater Resources	2022	42
Predicting daily pore water pressure in embankment dam: Empowering Machine Learning-based modeling Ali El Bilali, Mohammed Moukhliss, Abdeslam Taleb, Environmental Science and Pollution Research Hydrological PredictionEngineeringMachine LearningData ScienceMachine Learning Tool	2022	39
Prediction of sodium adsorption ratio and chloride concentration in a coastal aquifer under seawater intrusion using machine learning models Ali El Bilali, Abdeslam Taleb, Ayoub Nafii, Environmental Technology & Innovation Groundwater QualityHydrogeologyEngineeringEnvironmental EngineeringWater Quality	2021	34
Predicting Daily Suspended Sediment Load Using Machine Learning and NARX Hydro-Climatic Inputs in Semi-Arid Environment Mohamed Abdellah Ezzaouini, Gil Mahé, Ilias Kacimi, Water Hydrological PredictionEngineeringHydrologic EngineeringWater Resources EngineeringNarx Hydro-climatic Inputs	2022	26
Early Forecasting Hydrological and Agricultural Droughts in the Bouregreg Basin Using a Machine Learning Approach Ayoub Nafii, Abdeslam Taleb, Mourad El Mesbahi, Water	2022	10

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