Reinaldo Castro Souza

Large neural networks for electricity load forecasting: Are they overfitted?

Henrique S. Hippert, Derek W. Bunn, Reinaldo Castro Souza · International Journal of Forecasting · 2005 · 117 citations

Forecasting Methodology, Electrical Engineering, Engineering +10

Long term electricity consumption forecast in Brazil: A fuzzy logic approach

Fabiano Castro Torrini, Reinaldo Castro Souza, Fernando Luiz Cyrino Oliveira et al. · Socio-Economic Planning Sciences · 2016 · 78 citations

Energy Consumption, Economics, Engineering +10

A smooth transition periodic autoregressive (STPAR) model for short-term load forecasting

Luiz Felipe Moreira do Amaral, Reinaldo Castro Souza, Maxwell Stevenson · International Journal of Forecasting · 2008 · 59 citations

Forecasting Methodology, Economic Forecasting, Engineering +11

Combining neural networks and ARIMA models for hourly temperature forecast

Henrique S. Hippert, Carlos E. Pedreira, Reinaldo Castro Souza · 2000 · 53 citations

Climatology, Meteorology, Hourly Temperature Forecast +13

The stochastic effects on the Brazilian Electrical Sector

Pedro Guilherme Costa Ferreira, Fernando Luiz Cyrino Oliveira, Reinaldo Castro Souza · Energy Economics · 2015 · 52 citations

Economics, Business, Economic Analysis +5