Constrained clustering: general pairwise and cardinality constraints

In this work, we study constrained clustering, where constraints are utilized to guide the clustering process. In existing works, two categories of constraints have been widely explored, namely pairwise and cardinality constraints. Pairwise constraints enforce the cluster labels of two instances to...

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Detalhes bibliográficos
Principais autores: Bibi, A, Alqahtani, A, Ghanem, B
Formato: Journal article
Idioma:English
Publicado em: IEEE 2023