TY - JOUR AU - Escuela Superior y Tecnica de Ingenieros de Minas AU - Menéndez García, Luis Alfonso AU - Sánchez Lasheras, Fernando AU - García Nieto, Paulino José AU - Álvarez de Prado, Laura AU - Bernardo Sánchez, Antonio AU - Ingeniería Cartografica, Geodesica y Fotogrametria DA - 2020 UR - https://hdl.handle.net/10612/19019 AB - [EN] Benzene is a pollutant which is very harmful to our health, so models are necessary to predict its concentration and relationship with other air pollutants. The data collected by eight stations in Madrid (Spain) over nine years were analyzed... LA - eng PB - MDPI KW - Ingeniería de minas KW - Benzene KW - Forecasting KW - Air Pollutant KW - Multivariate Adaptive Regression Splines (MLR) KW - Multivariate Adaptive Regression Splines (MARS) KW - Multilayer Perceptron Neural Network (MLP) KW - Support Vector Machines (SVM) KW - Autoregressive Integrated Moving-Average (ARIMA) KW - Vector Autoregressive Moving-Average (VARMA) TI - Predicting Benzene Concentration Using Machine Learning and Time Series Algorithms DO - 10.3390/MATH8122205 T2 - Mathematics VL - 8 M2 - 2205 ER -