Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline

Yumo Luo; Mikko Raatikainen; Jukka K. Nurminen

doi:10.1109/SEAA60479.2023.00016

Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline

Yumo Luo, Mikko Raatikainen, Jukka K. Nurminen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
Publisher	IEEE
Publication date	2023
Pages	44-52
ISBN (Electronic)	979-8-3503-4235-2
DOIs	https://doi.org/10.1109/SEAA60479.2023.00016
Publication status	Published - 2023
MoE publication type	A4 Article in conference proceedings
Event	Euromicro Conference on Software Engineering and Advanced Applications - Durres, Albania Duration: 6 Sept 2023 → 8 Sept 2023 Conference number: 49

Fields of Science

113 Computer and information sciences

Access to Document

10.1109/SEAA60479.2023.00016

2023_Euromicro_SEAA-AuthorFinalAccepted author manuscript, 692 KB

IML4E: Industrial Machine Learning for Enterprises
Nurminen, J. K., Hu, R. Y., Hussain, Z., Kemell, K., Kivimäki, J. I., Laisi, J. S., Lehtonen, A. I., Louhi, J. J., Luo, Y., Lwakatare, L. E. M., Muiruri, D., Myllyaho, L., Mylläri, J., Mylläri, J., Raatikainen, M., Rantanen, R. J., Rensing, F., Salmenperä, I. E., Samarasekara, H., Siilasjoki, N. J., Stirbu, V. A., Vidanapathirana, J. C., Myllyaho, L. & Raatikainen, M.
Business Finland Oy
01/05/2021 → 31/12/2024
Project: Business Finland

Cite this

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title = "Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline",

keywords = "113 Computer and information sciences",

author = "Yumo Luo and Mikko Raatikainen and Nurminen, {Jukka K.}",

year = "2023",

doi = "10.1109/SEAA60479.2023.00016",

language = "English",

pages = "44--52",

booktitle = "2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)",

publisher = "IEEE",

address = "United States",

note = "Euromicro Conference on Software Engineering and Advanced Applications, SEAA ; Conference date: 06-09-2023 Through 08-09-2023",

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Luo, Y, Raatikainen, M & Nurminen, JK 2023, Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. in 2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, pp. 44-52, Euromicro Conference on Software Engineering and Advanced Applications, Durres, Albania, 06/09/2023. https://doi.org/10.1109/SEAA60479.2023.00016

Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. / Luo, Yumo; Raatikainen, Mikko ; Nurminen, Jukka K.
2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, 2023. p. 44-52.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline

AU - Luo, Yumo

AU - Raatikainen, Mikko

AU - Nurminen, Jukka K.

N1 - Conference code: 49

PY - 2023

Y1 - 2023

KW - 113 Computer and information sciences

U2 - 10.1109/SEAA60479.2023.00016

DO - 10.1109/SEAA60479.2023.00016

M3 - Conference contribution

SP - 44

EP - 52

BT - 2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

PB - IEEE

T2 - Euromicro Conference on Software Engineering and Advanced Applications

Y2 - 6 September 2023 through 8 September 2023

ER -

Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline

Fields of Science

Access to Document

Projects

IML4E: Industrial Machine Learning for Enterprises

Cite this