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A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

Anomaly detection is the process of identifying unexpected items or events in datasets, which differ from the norm. In contrast to standard classification tasks, anomaly detection is often applied on unlabeled data, taking only the internal structure of the dataset into account. This challenge is kn...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Goldstein, Markus, Uchida, Seiichi
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4836738/
https://ncbi.nlm.nih.gov/pubmed/27093601
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0152173
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