Carlos Maté

Electric power demand forecasting using interval time series: A comparison between VAR and iMLP

Carolina García-Ascanio, Carlos Maté · Energy Policy · 2009 · 160 citations

Forecasting Methodology, Electrical Engineering, Electric Power Demand +10

Forecasting histogram time series with k-nearest neighbours methods

Javier Arroyo, Carlos Maté · International Journal of Forecasting · 2008 · 126 citations

Histogram Time Series, Forecasting Methodology, Probabilistic Forecasting +7

Different Approaches to Forecast Interval Time Series: A Comparison in Finance

Javier Arroyo, Rosa Espínola, Carlos Maté · Computational Economics · 2010 · 99 citations

Different Approaches, Forecasting Methodology, Economic Forecasting +10

iMLP: Applying Multi-Layer Perceptrons to Interval-Valued Data

Antonio Muñoz San Roque, Carlos Maté, Javier Arroyo et al. · Neural Processing Letters · 2007 · 93 citations

Engineering, Machine Learning, Temporal Pattern Recognition +3

Forecasting with Interval and Histogram Data. Some Financial Applications

Gloria González‐Rivera, Javier Arroyo, Carlos Maté · RePEc: Research Papers in Economics · 2011 · 29 citations

Forecasting Methodology, Financial Analytics, Engineering +7