7 citations · 7 across the 4 of their papers we have counts for
4 papers
Domain Selection for Gaussian Process Data: An application to electrocardiogram signals
Nicolás Hernández, Gabriel Martos
Gaussian Processes and the Kullback-Leibler divergence have been deeply studied in Statistics and Machine Learning. This paper marries these two concepts and introduce the local Ku…
Modeling Interval Trendlines: Symbolic Singular Spectrum Analysis for Interval Time Series
Miguel de Carvalho, Gabriel Martos
In this article we propose an extension of singular spectrum analysis for interval-valued time series. The proposed methods can be used to decompose and forecast the dynamics gover…
Level Sets Based Distances for Probability Measures and Ensembles with Applications
Alberto Muñoz, Gabriel Martos, Javier González
In this paper we study Probability Measures (PM) from a functional point of view: we show that PMs can be considered as functionals (generalized functions) that belong to some func…
Asymmetric latent semantic indexing for gene expression experiments visualization
Javier González, Alberto Muñoz, Gabriel Martos
We propose a new method to visualize gene expression experiments inspired by the latent semantic indexing, technique originally proposed in the textual analysis context. By using t…