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Explainable and Evaluative Artificial Intelligence: Alternatives to Ensure Equity in Decision-Making

dc.contributor.authorVilluendas Rey, Yenny
dc.contributor.authorCamacho-Nieto, OSCAR
dc.contributor.authorTusell Rey, Claudia
dc.contributor.authorSalinas García, Viridiana
dc.contributor.authorPino Gómez, Joel
dc.date.accessioned2026-07-14T08:18:12Z
dc.date.available2026-07-14T08:18:12Z
dc.date.issued2026
dc.identifier.issn2007-9737en
dc.identifier.otherhttps://katalogoa.mondragon.edu/janium-bin/janium_login_opac.pl?find&ficha_no=201711en
dc.identifier.urihttps://hdl.handle.net/20.500.11984/14627
dc.description.abstractExplainable Artificial Intelligence (XAI) and Evaluative Artificial Intelligence (EAI) are crucial approaches to ensuring fairness in decision-making. XAI refers to the ability of Artificial Intelligence (AI) systems to be understood and explained by humans, while EAI is a new paradigm that focuses on identifying possible decisions for intelligent algorithms by formulating hypotheses for and against them.en
dc.language.isoengen
dc.publisherInstituto Politecnico Nacionalen
dc.rights© Instituto Politecnico Nacionalen
dc.subjectExplainable artificial intelligenceen
dc.subjectevaluative artificial intelligenceen
dc.subjectdecision-makingen
dc.subjectequity and justiceen
dc.subjectODS 8 Trabajo decente y crecimiento económicoes
dc.subjectODS 10 Reducción de las desigualdadeses
dc.subjectODS 16 Paz, justicia e instituciones sólidases
dc.titleExplainable and Evaluative Artificial Intelligence: Alternatives to Ensure Equity in Decision-Makingen
dcterms.accessRightshttp://purl.org/coar/access_right/c_f1cfen
dcterms.sourceComputación y Sistemasen
local.contributor.groupTeoría de la Señal y Comunicacioneses
local.description.peerreviewedtrueen
local.description.publicationfirstpage675en
local.description.publicationlastpage684en
local.identifier.doihttps://doi.org/10.13053/CyS-30-1-6324en
local.embargo.enddate2146-01-01
local.contributor.otherinstitutionhttps://ror.org/059sp8j34es
local.source.detailsVol. 30, No. 1, 2026en
oaire.format.mimetypeapplication/pdfen
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oaire.resourceTypehttp://purl.org/coar/resource_type/c_6501en
oaire.versionhttp://purl.org/coar/version/c_ab4af688f83e57aaen
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dc.unesco.tesaurohttp://vocabularies.unesco.org/thesaurus/concept527en
dc.unesco.clasificacionhttp://skos.um.es/unesco6/3325en


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