Cargando…

Model-free detection of unique events in time series

Recognition of anomalous events is a challenging but critical task in many scientific and industrial fields, especially when the properties of anomalies are unknown. In this paper, we introduce a new anomaly concept called “unicorn” or unique event and present a new, model-free, unsupervised detecti...

Descripción completa

Detalles Bibliográficos
Autores principales: Benkő, Zsigmond, Bábel, Tamás, Somogyvári, Zoltán
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742065/
https://www.ncbi.nlm.nih.gov/pubmed/34996940
http://dx.doi.org/10.1038/s41598-021-03526-y