Research output per year
Research output per year
Search results
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2025
Confidence-based Estimators for Predictive Performance in Model Monitoring
Kivimäki, J. I., Nurminen, J. K., Białek, J. & Kuberski, W., 20 Jan 2025, In: Journal of Artificial Intelligence Research. 82, p. 209-240 32 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Ladle: a method for unsupervised anomaly detection across log types
Mylläri, J., Aalto, T. & Nurminen, J. K., 24 Mar 2025, In: Automated Software Engineering. 32, 2, 24 p., 34.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
2024
Machine Learning Lineage for Trustworthy Machine Learning Systems: Information Framework for MLOps Pipelines
Raatikainen, M., Souris, H., Remes, J. & Stirbu, V., 19 Jun 2024, In: IEEE Software. 42, 1, p. 51-58 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Removing Neurons From Deep Neural Networks Trained With Tabular Data
Klemetti, A., Raatikainen, M., Kivimäki, J., Myllyaho, L. & Nurminen, J. K., Sept 2024, In: IEEE open journal of the Computer Society. 5Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
2022
Node co-activations as a means of error detection—Towards fault-tolerant neural networks
Myllyaho, L., Nurminen, J. K. & Mikkonen, T., Sept 2022, In: Array. 15Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations
Muiruri, D., Lwakatare, L. E., Nurminen, J. K. & Mikkonen, T., 6 Jun 2022, In: Computer : a publication of the IEEE Computer Society. 55, 6, p. 18-29 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Toward Multiconcern Software Development With Everything as Code
Stirbu, V., Raatikainen, M., Röntynen, J., Sokolov, V., Lehtonen, T. & Mikkonen, T., 2022, In: IEEE Software. 39, 4, p. 27-33 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile