Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
- Machine Learning
- MLOps
- AI
- Data Science
- Uncertainty Estimation
- Model Monitoring
International and National Collaboration
Publications and projects within past five years.
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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 -
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 -
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, p. 286-291 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Failure Prediction in 2D Document Information Extraction with Calibrated Confidence Scores
Kivimäki, J. I., Lebedev, A. & Nurminen, J. K., 2023, 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 193-202 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Uncertainty Estimation with Calibrated Confidence Scores
Kivimäki, J. I., 16 Nov 2022. 1 p.Research output: Conference materials › Poster
Open AccessFile
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Engineering Large Foundational Models for Enterprise Integration
Nurminen, J. K. (Project manager), Baig, A. (Participant), Hussain, Z. (Participant), Kivimäki, J. I. (Participant), Kuokkanen, A. (Participant), Lindfors, T. A. (Participant), Lwakatare, L. E. M. (Participant), Muiruri, D. (Participant), Mylläri, J. (Participant) & Raatikainen, M. (Participant)
01/01/2025 → 31/12/2027
Project: Business Finland
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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), 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), Vidanapathirana, J. C. (Participant), Myllyaho, L. (Participant) & Raatikainen, M. (Participant)
Innovaatiorahoituskeskus Business Finland
01/05/2021 → 28/02/2025
Project: Business Finland
Prizes
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Tietojenkäsittelytieteiden seuran gradukilpailu 2023
Kivimäki, J. I. (Recipient), 10 Jun 2024
Prize: Prizes and awards