Browsing by Author "Silva, Jorge F."

Artículo

Complexity-Regularized Tree-Structured Partition for Mutual Information Estimation

Silva, Jorge F. (2012-03)

A new histogram-based mutual information estimator using data-driven tree-structured partitions (TSP) is presented in this paper. The derived TSP is a solution to a complexity regularized empirical information maximization, ...

Artículo

On signal representations within the Bayes decision framework

Silva, Jorge F.; Narayanan, Shrikanth S. (Elsevier, 2012-05)

This work presents new results in the context of minimum probability of error signal representation (MPE-SR) within the Bayes decision framework. These results justify addressing the MPE-SR criterion as a complexity-regularized ...

Artículo

Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization ...

Olivares, Benjamín E.; Muñoz, Cerda; Orchard Concha, Marcos; Silva, Jorge F. (IEEE, 2013)

This paper presents the implementation of a particlefiltering- based prognostic framework that allows estimating the state of health (SOH) and predicting the remaining useful life (RUL) of energy storage devices, and ...

Artículo

Performance Analysis of the Least-Squares Estimator in Astrometry

Lobos, Rodrigo A.; Silva, Jorge F.; Méndez Bussard, René Alejandro; Orchard Concha, Marcos (IOP Publishing, 2015)

We characterize the performance of the widely used least-squares estimator in astrometry in terms of a comparison with the Cramer-Rao lower variance bound. In this inference context the performance of the least-squares ...