Overlapping community finding with noisy pairwise constraints

Abstract 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...

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Bibliografske podrobnosti

Principais autores:	Elham Alghamdi, Ellen Rushe, Brian Mac Namee, Derek Greene
Format:	Artigo
Jezik:	Inglês
Izdano:	SpringerOpen 2020-12-01
Serija:	Applied Network Science
Teme:	Overlapping community finding Community detection Overlapping communities Semi-supervised learning Noisy pairwise constraints Autoencoder (AE)
Online dostop:	https://doi.org/10.1007/s41109-020-00340-9
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