46 citations · 61 across the 3 of their papers we have counts for
3 papers
nlin.CD2012★ 46 cited
Optimal reconstruction of dynamical systems: A noise amplification approach
L. C. Uzal, G. L. Grinblat, P. F. Verdes
In this work we propose an objective function to guide the search for a state space reconstruction of a dynamical system from a time series of measurements. This statistics can be…
astro-ph.SR2012★ 14 cited
Predictions of the Maximum Amplitude, Time of Occurrence, and Total Length of Solar Cycle 24
L. C. Uzal, R. D. Piacentini, P. F. Verdes
In this work we predict the maximum amplitude, its time of occurrence, and the total length of Solar Cycle 24 by linear regression to the curvature (second derivative) at the prece…
cs.AI2005★ 1 cited
Neural network ensembles: Evaluation of aggregation algorithms
P. M. Granitto, P. F. Verdes, H. A. Ceccatto
Ensembles of artificial neural networks show improved generalization capabilities that outperform those of single networks. However, for aggregation to be effective, the individual…