Gutiérrez, Luis; Gutiérrez-Peña, Eduardo; Mena, … - In: Computational Statistics & Data Analysis 78 (2014) C, pp. 56-68
High-dimensional spectroscopy data are increasingly common in many fields of science. Building classification models in this context is challenging, due not only to high dimensionality but also to high autocorrelations. A two-stage classification strategy is proposed. First, in a data...