دورية أكاديمية

Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations.

التفاصيل البيبلوغرافية
العنوان: Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations.
المؤلفون: Muiruri, Dennis, Lwakatare, Lucy Ellen, Nurminen, Jukka K., Mikkonen, Tommi
المصدر: Computer (00189162); Jun2022, Vol. 55 Issue 6, p18-29, 12p
مصطلحات موضوعية: INSTRUCTIONAL systems, ARTIFICIAL intelligence, MACHINE learning, SOFTWARE engineering, SOFTWARE engineers
مصطلحات جغرافية: FINLAND
مستخلص: Using interviews, we investigated the practices and toolchains for machine learning (ML)-enabled systems from 16 organizations across various domains in Finland. We observed some well-established artificial intelligence engineering approaches, but practices and tools are still needed for the testing and monitoring of ML-enabled systems. [ABSTRACT FROM AUTHOR]
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قاعدة البيانات: Complementary Index
الوصف
تدمد:00189162
DOI:10.1109/MC.2022.3161161