Topological Sensitivity Analysis Using R

The aim of our investigation is to use R to create a tool to estimate the relevance of random variables within a model. The algorithm will extract the geometric information from a data cloud by exploiting its topological features. It will reveal the reconstruction of the corresponding enveloping man...

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Detalles Bibliográficos
Autores principales: Solís, Maikol, Hernández, Alberto, Zúñiga, Ronald
Formato: Objeto de conferencia Resumen
Lenguaje:Inglés
Publicado: 2018
Materias:
Ciencias Informáticas
sensitivity analysis
topological data
persistent homology
Betti numbers
simplicial complex
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/72543
http://47jaiio.sadio.org.ar/sites/default/files/LatinR_29.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-72543
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
sensitivity analysis
topological data
persistent homology
Betti numbers
simplicial complex
spellingShingle Ciencias Informáticas
sensitivity analysis
topological data
persistent homology
Betti numbers
simplicial complex
Solís, Maikol
Hernández, Alberto
Zúñiga, Ronald
Topological Sensitivity Analysis Using R
topic_facet Ciencias Informáticas
sensitivity analysis
topological data
persistent homology
Betti numbers
simplicial complex
description The aim of our investigation is to use R to create a tool to estimate the relevance of random variables within a model. The algorithm will extract the geometric information from a data cloud by exploiting its topological features. It will reveal the reconstruction of the corresponding enveloping manifold.
format Objeto de conferencia
Resumen
author Solís, Maikol
Hernández, Alberto
Zúñiga, Ronald
author_facet Solís, Maikol
Hernández, Alberto
Zúñiga, Ronald
author_sort Solís, Maikol
title Topological Sensitivity Analysis Using R
title_short Topological Sensitivity Analysis Using R
title_full Topological Sensitivity Analysis Using R
title_fullStr Topological Sensitivity Analysis Using R
title_full_unstemmed Topological Sensitivity Analysis Using R
title_sort topological sensitivity analysis using r
publishDate 2018
url http://sedici.unlp.edu.ar/handle/10915/72543
http://47jaiio.sadio.org.ar/sites/default/files/LatinR_29.pdf
work_keys_str_mv AT solismaikol topologicalsensitivityanalysisusingr
AT hernandezalberto topologicalsensitivityanalysisusingr
AT zunigaronald topologicalsensitivityanalysisusingr
bdutipo_str Repositorios
_version_ 1764820482905866240

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