SegAnnot: an R package for fast segmentation of annotated piecewise constant signalsReport as inadecuate




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1 SIERRA - Statistical Machine Learning and Parsimony DI-ENS - Département d-informatique de l-École normale supérieure, ENS Paris - École normale supérieure - Paris, Inria Paris-Rocquencourt, CNRS - Centre National de la Recherche Scientifique : UMR8548 2 CBIO - Centre de Bioinformatique 3 Cancer et génôme: Bioinformatique, biostatistiques et épidémiologie d-un système complexe 4 MIA-Paris - Mathématiques et Informatique Appliquées

Abstract : We describe and propose an implementation of a dynamic programming algorithm for the segmentation of annotated piecewise constant signals. The algorithm is exact in the sense that it recovers the best possible segmentation w.r.t. the quadratic loss that agrees with the annotations.





Author: Toby Dylan Hocking - Guillem Rigaill -

Source: https://hal.archives-ouvertes.fr/



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