Rede neural de base radial aplicada na predição de séries temporais epidemiológicas: uso da validação cruzada com K dobras na determinação dos parâmetros da rede / Radial basis neural network applied in the prediction of time series epidemiologic use of K-fold cross validation with the determination of network parameters

ABSTRACT

This paper presents a radial basis function neural network (RBF) approach for the modeling and forecasting of public health survellance data. It extends the k-fold cross validation procedure for training neural networks with independent observations to handle time-series data...