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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Bibliographic Details
Main Authors: Elham Alghamdi, Ellen Rushe, Brian Mac Namee, Derek Greene
Format: Article
Language:English
Published: SpringerOpen 2020-12-01
Series:Applied Network Science
Subjects:
Online Access:https://doi.org/10.1007/s41109-020-00340-9