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A flexible framework for anomaly Detection via dimensionality reduction

Anomaly detection is challenging, especially for large datasets in high dimensions. Here, we explore a general anomaly detection framework based on dimensionality reduction and unsupervised clustering. DRAMA is released as a general python package that implements the general framework with a wide ra...

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Detalles Bibliográficos
Autores principales: Vafaei Sadr, Alireza, Bassett, Bruce A., Kunz, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946572/
https://www.ncbi.nlm.nih.gov/pubmed/33723477
http://dx.doi.org/10.1007/s00521-021-05839-5