Research output per year
Research output per year
Project Details
Description (abstract)
The use of AI and complex, evolving systems (ES), i.e. systems that rapidly change, either due to fast iteration cycles in development or due to their capability to self-adapt and learn, will grow significantly in automation, computation and novel digital services. Targeting the challenges in verification and validation of AI and evolving systems, IVVES will systematically develop Artificial Intelligence approaches for robust and comprehensive, industrial-grade V&V of “embedded AI”, i.e. machine-learning for control of complex, mission-critical evolving systems and services covering the major industrial domains in Europe.
| Acronym | IVVES |
|---|---|
| Status | Finished |
| Effective start/end date | 01/01/2020 → 31/03/2024 |
Funding
- Business Finland Oy: €920,619.00
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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, p. 286-291 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Combining Rule-Based System and Machine Learning to Classify Semi-natural Language Data.
Hussain, Z., Nurminen, J. K., Mikkonen, T. & Kowiel, M., 2023, Intelligent Systems and Applications. IntelliSys 2022. Arai, K. (ed.). Cham: Springer, p. 424–441 18 p. (Lecture Notes in Networks and Systems (LNNS); vol. 542).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
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 AccessFile
Activities
- 1 Invited talk
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Validation Methods For AI Systems
Myllyaho, L. S. (Speaker)
13 Sept 2021Activity: Talk or presentation types › Invited talk