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Neurocomputation of the Hurst Parameter

Danielo G. Gomes, Nelson L. S. da Fonseca, Nazim Agoulmine, José N. de Souza

Resumo

"Network traffic presents long range dependences and is usually modeled either by fractal or by multifractal processes. The Hurst parameter is a measure of the self-similarity of a process. In this paper, a neuro estimator of the Hurst parameter is proposed and compared to statistical estimators"