Henrique S. Hippert

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

An evaluation of Bayesian techniques for controlling model complexity and selecting inputs in a neural network for short-term load forecasting

Henrique S. Hippert, James W. Taylor · Neural Networks · 2009 · 95 citations

Forecasting Methodology, Engineering, Machine Learning +13

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

Estimating temperature profiles for short-term load forecasting: neural networks compared to linear models

Henrique S. Hippert, Carlos E. Pedreira · IEE Proceedings - Generation Transmission and Distribution · 2004 · 40 citations

A hybrid method using Exponential Smoothing and Gradient Boosting for electrical short-term load forecasting

Victor Mayrink, Henrique S. Hippert · 2016 · 34 citations

Forecasting Methodology, Engineering, Machine Learning +17