A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data

Federico Antonello (1) , Piero Baraldi (1) , Ahmed Shokry (1, 2) , Enrico Zio (3, 1, 4) , Ugo Gentile (5) , Luigi Serio (5)

1 POLIMI - Politecnico di Milano [Milan]
2 CMAP - Centre de Mathématiques Appliquées - Ecole Polytechnique
3 CRC - Centre de recherche sur les Risques et les Crises
4 KHU - Kyung Hee University
5 CERN - European Organization for Nuclear Research

Mots clés: Complex Technical Infrastructures; Abnormal behaviors; Alarm data; Association rules; Rare functional dependencies

Domaines: Gestion des risques et des crises

Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, et al.. A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data. Expert Systems with Applications, 2021, 170, pp.114560. ⟨10.1016/j.eswa.2021.114560⟩. ⟨hal-03479213⟩