neural networks

ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target

In this paper we present a novel methodology, referenced as ORFEO (Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target), to enhance the performance in ordinal classification problems for which the latent variable is …

Prediction of convective clouds formation using evolutionary neural computation techniques

The prediction of convective clouds formation is a very important problem in different areas such as agriculture, natural hazards prevention or transport-related facilities, among others. In this paper we evaluate the capacity of different types of …