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A fast and flexible machine learning approach to data quality monitoring

We present a machine learning based approach for real-time monitoring of particle detectors. The proposed strategy evaluates the compatibility between incoming batches of experimental data and a reference sample representing the data behavior in normal conditions by implementing a likelihood-ratio h...

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Detalles Bibliográficos
Autores principales: Grosso, Gaia, Lai, Nicolò, Letizia, Marco, Pazzini, Jacopo, Rando, Marco, Wulzer, Andrea, Zanetti, Marco
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2856519