Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data

Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Kr Chandrika, Deepti Maduskar, Frank Ortmeier. Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. In 21st IEEE International Conference on Industrial Informatics, INDIN 2023, Lemgo, Germany, July 18-20, 2023. pages 1-8, IEEE, 2023. [doi]

Abstract

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