TY - JOUR AU - González Pérez, Beatriz AU - Núñez Rey, Concepción AU - Sánchez, Jose Luis AU - Valverde Castilla, Gabriel Antonio AU - Velasco, José Manuel PY - 2021 DO - 10.3390/MATH9131485 UR - https://hdl.handle.net/20.500.14352/117102 T2 - Mathematics AB - We developed two models for real-time monitoring and forecasting of the evolution of the COVID-19 pandemic: a non-linear regression model and an error correction model. Our strategy allows us to detect pandemic peaks and make short- and long-term... LA - eng M2 - 1485 PB - mdpi KW - Artificial intelligence KW - Error correction model KW - Machine learning KW - Non-linear regression KW - SIR TI - Expert System to Model and Forecast Time Series of Epidemiological Counts with Applications to COVID-19 TY - journal article VL - 9 ER -