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 | Active |
| Effective start/end date | 01/01/2020 → 30/06/2023 |
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., 2023, (Accepted/In press) IEEE Computer Society Signature Conference on Computers, Software, and Applications. (COMPSAC 2023). 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Discrepancy Scaling for Fast Unsupervised Anomaly Localization
Mylläri, J. & Nurminen, J. K., 2023, (Accepted/In press) IEEE Computer Society Signature Conference on Computers, Software, and Applications. (COMPSAC 2023). 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Failure Prediction in 2D Document Information Extraction with Calibrated Confidence Scores
Kivimäki, J. I., Lebedev, A. & Nurminen, J. K., 2023, (Accepted/In press) 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Activities
- 1 Invited talk
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Validation Methods For AI Systems
Lalli Santeri Myllyaho (Speaker)
13 Sep 2021Activity: Talk or presentation types › Invited talk