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A novel subspace outlier detection method by entropy-based clustering algorithm

Subspace outlier detection has emerged as a practical approach for outlier detection. Classical full space outlier detection methods become ineffective in high dimensional data due to the “curse of dimensionality”. Subspace outlier detection methods have great potential to overcome the problem. Howe...

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Detalles Bibliográficos
Autores principales: Zuo, Zheng, Li, Ziqiang, Cheng, Pengsen, Zhao, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504263/
https://www.ncbi.nlm.nih.gov/pubmed/37714878
http://dx.doi.org/10.1038/s41598-023-42261-4