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Capítulo de Libro
Dimensionality Reduction for Classification: Comparison of Techniques and Dimension Choice
(Springer, 2008)
We investigate the effects of dimensionality reduction using different techniques and different dimensions on six two-class data sets with numerical attributes as pre-processing for two classification algorithms. Besides ...
Capítulo de Libro
Vulnerability assessment of spatial networks: models and solutions
(Springer, 2014)
In this paper we present a collection of combinatorial optimization problems that allows to assess the vulnerability of spatial networks in the presence of disruptions. The proposed measures of vulnerability along with the ...