Robust fuzzy factorization machine with noise clustering-based membership function estimation

Factorization machine (FM) is a promising model-based algorithm for collaborative filtering (CF), but can bring inferior performances if datasets include users having low confidence. In this paper, a robust FM model is proposed by introducing the noise clustering-based noise rejection mechanism into...

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Autores principales: Katsuhiro Honda, Keita Hoshii, Seiki Ubukata, Akira Notsu
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/5fe92a059d4644cea2951cfcbe7b516d
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