Noslén Hernández-González

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In this paper is presented a method for the automatic DNA spots classification and extraction of profiles associated in DNA polyacrilamide gel electrophoresis based on image processing. A software which implements this method was developed, composed by four modules: Digital image acquisition, image preprocessing, feature extraction and classification, and(More)
In this paper a new nonparametric functional method is introduced for predicting a scalar random variable Y from a functional random variable X. The resulting prediction has the form of a weighted average of the training data set, where the weights are determined by the conditional probability density of X given Y , which is assumed to be Gaussian. In this(More)
∗, Corresponding author 1 V er si on p re pr in t Comment citer ce document : Villa Vialaneix, N., Hernandez, N., Paris, A., Domange, C., Priymenko, N., Besse, P. (2016). On combining wavelets expansion and sparse linear models for regression on metabolomic data and biomarker selection. Communications in Statistics Simulation(More)