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Métodos estadísticos y modelos de Machine Learning para la predicción de la radiación solar en Iquitos, 2023
(Universidad Nacional de la Amazonía Peruana, 2023)
This investigative project deployed a meticulous comparison between two methods for predicting solar radiation in Iquitos, utilizing the statistical ARIMA model and a machine learning model grounded in neural networks, ...
Predicción de consumo del servicio de agua potable basado en métodos de Machine Learning en la ciudad de Iquitos
(Universidad Nacional de la Amazonía Peruana, 2023)
The study developed and evaluated a prediction model for drinking water consumption in the city of Iquitos, using a sample of size 288 obtained from historical data from SENAMHI, INEI, and SEDALORETO. A quantitative, ...