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Association rules extraction for the identification of functional dependencies in complex technical infrastructures

This work proposes a method for identifying functional dependencies among components of complex technical infrastructures using databases of alarm messages. The developed method is based on the representation of the alarm database by a binary matrix, the use of the Apriori algorithm for mining assoc...

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Detalles Bibliográficos
Autores principales: Antonello, Federico, Baraldi, Piero, Shokry, Ahmed, Zio, Enrico, Gentile, Ugo, Serio, Luigi
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1016/j.ress.2020.107305
http://cds.cern.ch/record/2809708