Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
International and National Collaboration
Publications and projects within past five years.
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Anomaly Localization in Audio via Feature Pyramid Matching
Valjakka, J. H., Mylläri, J., Myllyaho, L., Kivimäki, J. I. & Nurminen, J. K., Aug 2023, 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Improved management of issue dependencies in issue trackers of large collaborative projects
Raatikainen, M., Motger, Q., Lüders, C. M., Franch, X., Myllyaho, L., Kettunen, E., Marco, J., Tiihonen, J., Halonen, M. & Männistö, T., 1 Apr 2023, In: IEEE Transactions on Software Engineering. 49, 4, p. 2128 - 2148 21 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Systematic Literature Review on Cost-efficient Deep Learning
Klemetti, A., Raatikainen, M., Myllyaho, L., Mikkonen, T. & Nurminen, J. K., 2023, In: IEEE Access. 11, p. 90158 - 90180 23 p.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile -
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models
Alho, R., Raatikainen, M., Nurminen, J. K., Myllyaho, L. & Lwakatare, L. E., 2023, (Accepted/In press) Annual Symposium for Computer Science (TKTP'23).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
From Misbehaviour and Fault Tolerance in ML system towards dependable and self-improving MLOps
Luo, Y., Raatikainen, M., Myllyaho, L. & Nurminen, J. K., 2022.Research output: Conference materials › Poster › peer-review
Open Access
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IML4E: Industrial Machine Learning for Enterprises
Nurminen, J. K., Myllyaho, L., Raatikainen, M., Hu, R. Y., Hussain, Z., Kemell, K., Kivimäki, J. I., 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., Siilasjoki, N. J. & Stirbu, V. A.
01/05/2021 → 30/04/2024
Project: Business Finland
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IVVES: Industrial-grade Verification and Validation of Evolving Systems
Mikkonen, T., Nurminen, J. K., Hussain, Z., Myllyaho, L., Raatikainen, M., Becker, L. V. A., Halvari, T. P., Hussain, Z., Kauhanen, E. O., Kramar, V. T., Laanti, T. M., Lempinen, A. D., Mikkonen, T., Muiruri, D., Myllyaho, L., Mylläri, J., Raatikainen, M., Salmenperä, I. E., Steenari, J. P., Stirbu, V. A. & Valjakka, J. H.
01/01/2020 → 31/12/2023
Project: Business Finland
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OpenReq
Männistö, T., Raatikainen, M., Tiihonen, J., Mäenpää, H., Myllyaho, L. & Kettunen, E.
European Commission / Horizon 2020
01/01/2017 → 31/12/2019
Project: Research project
Prizes
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Best Paper Award
Myllyaho, Lalli (Recipient), Raatikainen, Mikko (Recipient), Männistö, Tomi (Recipient), Nurminen, Jukka K (Recipient) & Mikkonen, Tommi (Recipient), Mar 2023
Prize: Prizes and awards
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Evolving Systems (Journal)
Lalli Myllyaho (Reviewer)
1 May 2023 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Evolving Systems (Journal)
Lalli Myllyaho (Reviewer)
31 May 2022 → 1 Nov 2022Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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IEEE Transactions on Reliability (Journal)
Lalli Myllyaho (Reviewer)
2 Nov 2022 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Validation Methods For AI Systems
Lalli Santeri Myllyaho (Speaker)
13 Sep 2021Activity: Talk or presentation types › Invited talk