145 citations · 171 across the 6 of their papers we have counts for
4 papers · 1 filter
Stable spline identification of linear systems under missing data
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
A different route to identification of time-invariant linear systems has been recently proposed which does not require committing to a specific parametric model structure. Impulse…
Citation gaming induced by bibliometric evaluation: a country-level comparative analysis
Alberto Baccini, Giuseppe De Nicolao, Eugenio Petrovich
It is several years since national research evaluation systems around the globe started making use of quantitative indicators to measure the performance of researchers. Nevertheles…
Ensembling methods for countrywide short term forecasting of gas demand
Emanuele Fabbiani, Andrea Marziali, Giuseppe De Nicolao
Gas demand is made of three components: Residential, Industrial, and Thermoelectric Gas Demand. Herein, the one-day-ahead prediction of each component is studied, using Italian dat…
Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts
Andrea Marziali, Emanuele Fabbiani, Giuseppe De Nicolao
Gas demand forecasting is a critical task for energy providers as it impacts on pipe reservation and stock planning. In this paper, the one-day-ahead forecasting of residential gas…