SemFE: Facilitating ML Pipeline Development with Semantics

Baifan Zhou
Baifan Zhou
Yulia Svetashova
Yulia Svetashova
Tim Pychynski
Tim Pychynski
Ildar Baimuratov
Ildar Baimuratov

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management Virtual Event Ireland October, 2020, pp. 3489-3492, 2020.

Cited by: 0|Bibtex|Views11|DOI:https://doi.org/10.1145/3340531.3417436
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Other Links: dl.acm.org|dblp.uni-trier.de|academic.microsoft.com

Abstract:

Machine learning (ML) based data analysis has attracted an increasing attention in the manufacturing industry, however, many challenges hamper their wide spread adoption. The main challenges are the high costs of labour-intensive data preparation from diverse sources and processes, the asymmetrical backgrounds of the experts involved in m...More

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