Soft Computing Models in Industrial and Environmental Applications

A Comparison of Techniques for Virtual Concept Drift Detection

Pub Date : 2021-09-23 DOI: 10.1007/978-3-030-87869-6_1 Manuel L. González, J. Sedano, Á. M. García-Vico, J. Villar

Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines

Pub Date : 2021-09-23 DOI: 10.1007/978-3-030-87869-6_13 F. Lasheras, P. Nieto, E. G. Gonzalo, Gregorio Fidalgo Valverde, A. Krzemień

An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting

Pub Date : 2021-09-23 DOI: 10.1007/978-3-030-87869-6_64 Belén Vega-Márquez, Javier Solí-s-Garcí-a, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero