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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 PeruanaPE, 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 PeruanaPE, 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, ...