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Explainable artificial intelligence through graph theory by generalized social network analysis-based classifier

We propose a new type of supervised visual machine learning classifier, GSNAc, based on graph theory and social network analysis techniques. In a previous study, we employed social network analysis techniques and introduced a novel classification model (called Social Network Analysis-based Classifie...

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Detalles Bibliográficos
Autores principales: Ucer, Serkan, Ozyer, Tansel, Alhajj, Reda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458666/
https://www.ncbi.nlm.nih.gov/pubmed/36075941
http://dx.doi.org/10.1038/s41598-022-19419-7