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

Dennis Muiruri; Lucy Ellen Lwakatare; Jukka K. Nurminen; Tommi Mikkonen

doi:10.1109/MC.2022.3161161

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

Dennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Computer : a publication of the IEEE Computer Society
Volume	55
Issue number	6
Pages (from-to)	18-29
Number of pages	12
ISSN	0018-9162
DOIs	https://doi.org/10.1109/MC.2022.3161161
Publication status	Published - 6 Jun 2022
MoE publication type	A1 Journal article-refereed

Fields of Science

113 Computer and information sciences

Access to Document

10.1109/MC.2022.3161161

Muiruri_Practices and InfrastructuresAccepted author manuscript, 154 KB

IML4E: Industrial Machine Learning for Enterprises
Nurminen, J. K. (Project manager), Hu, R. Y. (Participant), Hussain, Z. (Participant), Kemell, K.-K. (Participant), Kivimäki, J. I. (Participant), Laisi, J. S. (Participant), Lehtonen, A. I. (Participant), Louhi, J. J. (Participant), Luo, Y. (Participant), Lwakatare, L. E. M. (Participant), Muiruri, D. (Participant), Myllyaho, L. (Participant), Mylläri, J. (Participant), Mylläri, J. (Participant), Raatikainen, M. (Participant), Rantanen, R. J. (Participant), Rensing, F. (Participant), Salmenperä, I. E. (Participant), Samarasekara, H. (Participant), Siilasjoki, N. J. (Participant), Stirbu, V. A. (Participant), Vidanapathirana, J. C. (Participant), Myllyaho, L. (Participant) & Raatikainen, M. (Participant)
Innovaatiorahoituskeskus Business Finland
01/05/2021 → 28/02/2025
Project: Business Finland
IVVES: Industrial-grade Verification and Validation of Evolving Systems
Mikkonen, T. (Project manager), Nurminen, J. K. (Project manager), Becker, L. V. A. (Participant), Halvari, T. P. (Participant), Hussain, Z. (Participant), Kauhanen, E. O. (Participant), Kramar, V. T. (Participant), Laanti, T. M. (Participant), Mikkonen, T. (Participant), Muiruri, D. (Participant), Myllyaho, L. (Participant), Mylläri, J. (Participant), Raatikainen, M. (Participant), Salmenperä, I. E. (Participant), Steenari, J. P. (Participant), Stirbu, V. A. (Participant), Valjakka, J. H. (Participant), Hussain, Z. (Participant), Myllyaho, L. (Participant) & Raatikainen, M. (Participant)
Business Finland Oy
01/01/2020 → 31/03/2024
Project: Business Finland

Cite this

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title = "Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations",

keywords = "113 Computer and information sciences",

author = "Dennis Muiruri and Lwakatare, {Lucy Ellen} and Nurminen, {Jukka K.} and Tommi Mikkonen",

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AU - Muiruri, Dennis

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JO - Computer : a publication of the IEEE Computer Society

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

Fields of Science

Access to Document

Projects

IML4E: Industrial Machine Learning for Enterprises

IVVES: Industrial-grade Verification and Validation of Evolving Systems

Cite this