IML4E: Industrial Machine Learning for Enterprises

Research output

Research output per year 2022 2022 2023 2024 2025

• 7 Article
• 6 Conference contribution
• 5 Poster
• 1 Chapter
• 4 More
  • 1 Abstract
  • 1 Paper
  • 1 Review Article
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2025

  A Design Framework for Cloud-HPC Integration in MLOps

  Siilasjoki, N., Raatikainen, M. & Nurminen, J. K., 2025, SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing. Association for Computing Machinery, p. 217-224 8 p.

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

  Open Access

  File
• 2023

  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 Access

  File

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

  Luo, Y., Raatikainen, M. & Nurminen, J. K., 2023, 2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 44-52

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

  Open Access

  File

• Discrepancy Scaling for Fast Unsupervised Anomaly Localization

  Mylläri, J. & Nurminen, J. K., Aug 2023, 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 274-279 6 p.

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

  Open Access

  File

• 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 Access

  File

• 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, Annual Symposium for Computer Science (TKTP'23). Kasurinen, J. & Päivärinta, T. (eds.). CEUR, p. 36-47 (Ceur Workshop Proceedings; vol. 3506).

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

  Open Access

  File