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Nuclear Norm Clustering: a promising alternative method for clustering tasks

Clustering techniques are widely used in many applications. The goal of clustering is to identify patterns or groups of similar objects within a dataset of interest. However, many cluster methods are neither robust nor sensitive to noises and outliers in real data. In this paper, we present Nuclear...

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Wang, Yi, Li, Yi, Qiao, Chunhong, Liu, Xiaoyu, Hao, Meng, Shugart, Yin Yao, Xiong, Momiao, Jin, Li
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6052164/
https://ncbi.nlm.nih.gov/pubmed/30022093
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-29246-4
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