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Title
Explainable and Evaluative Artificial Intelligence: Alternatives to Ensure Equity in Decision-Making
Author
Research Group
Teoría de la Señal y Comunicaciones
Other institutions
https://ror.org/059sp8j34
Version
Postprint
Document type
Journal Article
Embargo end date
2146-01-01
Language
English
Rights
© Instituto Politecnico Nacional
Access
Embargoed access
URI
https://hdl.handle.net/20.500.11984/14627
Publisher’s version
Published at
Computación y Sistemas  Vol. 30, No. 1, 2026
Primera página
675
Última página
684
Publisher
Instituto Politecnico Nacional
Keywords
Explainable artificial intelligence
evaluative artificial intelligence
decision-making
equity and justice ... [+]
Explainable artificial intelligence
evaluative artificial intelligence
decision-making
equity and justice
ODS 8 Trabajo decente y crecimiento económico
ODS 10 Reducción de las desigualdades
ODS 16 Paz, justicia e instituciones sólidas [-]
Subject (UNESCO Thesaurus)
Communication technology
Telecommunication
UNESCO Classification
Telecommunications technology
Abstract
Explainable Artificial Intelligence (XAI) and Evaluative Artificial Intelligence (EAI) are crucial approaches to ensuring fairness in decision-making. XAI refers to the ability of Artificial Intellige ... [+]
Explainable 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. [-]
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