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A3SOM, abstained explainable semi-supervised neural network based on self-organizing map

In the sea of data generated daily, unlabeled samples greatly outnumber labeled ones. This is due to the fact that, in many application areas, labels are scarce or hard to obtain. In addition, unlabeled samples might belong to new classes that are not available in the label set associated with data....

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Detalles Bibliográficos
Autores principales: Creux, Constance, Zehraoui, Farida, Hanczar, Blaise, Tahi, Fariza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212082/
https://www.ncbi.nlm.nih.gov/pubmed/37228138
http://dx.doi.org/10.1371/journal.pone.0286137