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- W4287607443 abstract "In this paper, we address the problem of dataset quality in the context of Machine Learning (ML)-based critical systems. We briefly analyse the applicability of some existing standards dealing with data and show that the specificities of the ML context are neither properly captured nor taken into ac-count. As a first answer to this concerning situation, we propose a dataset specification and verification process, and apply it on a signal recognition system from the railway domain. In addi-tion, we also give a list of recommendations for the collection and management of datasets. This work is one step towards the dataset engineering process that will be required for ML to be used on safety critical systems." @default.
- W4287607443 created "2022-07-25" @default.
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- W4287607443 date "2020-11-03" @default.
- W4287607443 modified "2023-09-28" @default.
- W4287607443 title "Ensuring Dataset Quality for Machine Learning Certification" @default.
- W4287607443 doi "https://doi.org/10.48550/arxiv.2011.01799" @default.
- W4287607443 hasPublicationYear "2020" @default.
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