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]

@inproceedings{DixMOBKSCMO23,
  title = {Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data},
  author = {Marcel Dix and Gianluca Manca and Kenneth Chigozie Okafor and Reuben Borrison and Konstantin Kirchheim and Divyasheel Sharma and Kr Chandrika and Deepti Maduskar and Frank Ortmeier},
  year = {2023},
  doi = {10.1109/INDIN51400.2023.10218129},
  url = {https://doi.org/10.1109/INDIN51400.2023.10218129},
  researchr = {https://researchr.org/publication/DixMOBKSCMO23},
  cites = {0},
  citedby = {0},
  pages = {1-8},
  booktitle = {21st IEEE International Conference on Industrial Informatics, INDIN 2023, Lemgo, Germany, July 18-20, 2023},
  publisher = {IEEE},
  isbn = {978-1-6654-9313-0},
}