dc.creator | Atienza Martínez, María Nieves | es |
dc.creator | González Díaz, Rocío | es |
dc.creator | Soriano Trigueros, Manuel | es |
dc.date.accessioned | 2019-07-01T08:04:56Z | |
dc.date.available | 2019-07-01T08:04:56Z | |
dc.date.issued | 2018 | |
dc.identifier.citation | Atienza Martínez, M.N., González Díaz, R. y Soriano Trigueros, M. (2018). A new entropy based summary function for topological data analysis. Electronic Notes in Discrete Mathematics, 68 (july 2018), 113-118. | |
dc.identifier.issn | 1571-0653 | es |
dc.identifier.uri | https://hdl.handle.net/11441/87684 | |
dc.description.abstract | Topological data analysis (TDA) aims to obtain useful information from data sets
using topological concepts. In particular, it may help to infer from nite sample
when a con guration space is a manifold. So far, there is no automatic process to
decide the main topological features of a given sampled manifold. In this article,
we present an entropy-based summary function which may help to decide the most
relevant Betti numbers from nite samples of a given manifold. | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad MTM2015-67072-P | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Elsevier | es |
dc.relation.ispartof | Electronic Notes in Discrete Mathematics, 68 (july 2018), 113-118. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Persistent homology | es |
dc.subject | Entropy | es |
dc.subject | Topological data analysis | es |
dc.title | A new entropy based summary function for topological data analysis | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Matemática Aplicada I (ETSII) | es |
dc.relation.projectID | MTM2015-67072-P | es |
dc.relation.publisherversion | https://www.sciencedirect.com/science/article/pii/S1571065318301112 | es |
dc.identifier.doi | 10.1016/j.endm.2018.06.020 | es |
idus.format.extent | 6 | es |
dc.journaltitle | Electronic Notes in Discrete Mathematics | es |
dc.publication.volumen | 68 | es |
dc.publication.issue | july 2018 | es |
dc.publication.initialPage | 113 | es |
dc.publication.endPage | 118 | es |