TY  - GEN 
AU  - Moscoso López, José Antonio
AU  - González Enrique, Francisco Javier
AU  - Urda, Daniel
AU  - Ruiz Águilar, Juan Jesús
AU  - Turias Domínguez, Ignacio José
A4  - Ingeniería Industrial e Ingeniería Civil
A4  - Ingeniería Informática
PY  - 2022
SN  - 1367-0751
UR  - http://hdl.handle.net/10498/35206
AB  - The Air Quality Index (AQI) shows the state of air pollution in a unique and more understandable way. This work aims to forecast the AQI in Algeciras (Spain) 8 hours in advance. The AQI is calculated indirectly through the predicted concentrations of...
LA  - eng
PB  - Oxford University Press
KW  - exogenous variables
KW  - feature ranking
KW  - artificial neural networks
KW  - LSTM
KW  - deep learning
KW  - machine learning
KW  - AQI
KW  - air pollution forecasting
TI  - Hourly pollutants forecasting using a deep learning approach to obtain the AQI
DO  - 10.1093/JIGPAL/JZAC035
ER  -