Importance of Feature Selection for Recurrent Neural Network Based Forecasting of Building Thermal Comfort. - Martin Macas; Fabio Moretti; Fiorella Lauro; Stefano Pizzuti; Mauro Annunziato; Alessandro Fonti; Gabriele Comodi; Andrea Giantomassi (ICAIS, 2014)

Sensitivity Based Feature Selection for Recurrent Neural Network Applied to Forecasting of Heating Gas Consumption. - Martin Macas; Fiorella Lauro; Fabio Moretti; Stefano Pizzuti; Mauro Annunziato; Alessandro Fonti; Gabriele Comodi; Andrea Giantomassi (SOCO-CISIS-ICEUTE, 2014)

Building Energy Management Through Fault Detection Analysis Using Pattern Recognition Techniques Applied on Residual Neural Networks. - Imran Khan; Alfonso Capozzoli; Fiorella Lauro; Stefano Paolo Corgnati; Stefano Pizzuti (WIVACE, 2014)

Fault detection analysis using data mining techniques for a cluster of smart office buildings. - Alfonso Capozzoli; Fiorella Lauro; Imran Khan (Expert Syst. Appl., 2015)