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Overlapping community finding with noisy pairwise constraints

In many real applications of semi-supervised learning, the guidance provided by a human oracle might be “noisy” or inaccurate. Human annotators will often be imperfect, in the sense that they can make subjective decisions, they might only have partial knowledge of the task at hand, or they may simpl...

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Detalles Bibliográficos
Autores principales: Alghamdi, Elham, Rushe, Ellen, Mac Namee, Brian, Greene, Derek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732810/
https://www.ncbi.nlm.nih.gov/pubmed/33344759
http://dx.doi.org/10.1007/s41109-020-00340-9