Camilo Allyson Simões de Farias

Short- and long-term streamflow forecasting using wavelet neural networks for complex watersheds: A case study in the Mahanadi River, India

Celso Augusto Guimarães Santos, Gleycielle Rodrigues do Nascimento, Camilo Allyson Simões de Farias et al. · Ecological Informatics · 2022 · 34 citations

River Basin Management, Engineering, Water Resources +11

Assessing machine learning models for streamflow estimation: a case study in Oued Sebaou watershed (Northern Algeria)

Zaki Abda, Bilel Zeroualı, Mohamed Chettih et al. · Hydrological Sciences Journal · 2022 · 29 citations

Hydrological Prediction, Engineering, Machine Learning +20

Artificial intelligent systems optimized by metaheuristic algorithms and teleconnection indices for rainfall modeling: The case of a humid region in the mediterranean basin

Bilel Zeroualı, Celso Augusto Guimarães Santos, Camilo Allyson Simões de Farias et al. · Heliyon · 2023 · 24 citations · Full text

The use of Kohonen neural networks for runoff–erosion modeling

Camilo Allyson Simões de Farias, Celso Augusto Guimarães Santos · Journal of Soils and Sediments · 2014 · 17 citations

Kohonen Neural Networks, Engineering, Surface Runoff +4

Predicting Groundwater Levels in Ogallala Aquifer Wells Using Hierarchical Cluster Analysis and Artificial Neural Networks

Lairanne Costa de Oliveira, Celso Augusto Guimarães Santos, Camilo Allyson Simões de Farias et al. · Journal of Hydrologic Engineering · 2022 · 13 citations