Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
International and National Collaboration
Publications and projects within past five years.
-
Node co-activations as a means of error detection—Towards fault-tolerant neural networks
Myllyaho, L., Nurminen, J. K. & Mikkonen, T., Sep 2022, In: Array.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
On Misbehaviour and Fault Tolerance in Machine Learning Systems
Myllyaho, L. S., Raatikainen, M., Männistö, T., Nurminen, J. K. & Mikkonen, T., Jan 2022, In: The Journal of Systems and Software. 183, 13 p., 111096.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases
Granlund, T., Kopponen, A., Stirbu, V. A., Myllyaho, L. & Mikkonen, T., 2021, 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN) of 43rd International Conference on Software Engineering (ICSE). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Systematic literature review of validation methods for AI systems
Myllyaho, L. S., Raatikainen, M., Männistö, T., Mikkonen, T. & Nurminen, J. K., Nov 2021, In: The Journal of Systems and Software. 181, 22 p., 111050.Research output: Contribution to journal › Review Article › Scientific › peer-review
Open AccessFile -
Methodologies for the validation of AI systems
Myllyaho, L. S., Raatikainen, M., Männistö, T., Mikkonen, T. & Nurminen, J. K., 2020.Research output: Conference materials › Poster › peer-review
-
IML4E: Industrial Machine Learning for Enterprises
Nurminen, J. K., Raatikainen, M. & Myllyaho, L.
01/05/2021 → 01/05/2024
Project: Research project
-
IVVES: Industrial-grade Verification and Validation of Evolving Systems
Myllyaho, L., Mikkonen, T., Nurminen, J. K., Raatikainen, M. & Hussain, Z.
01/10/2019 → 31/12/2022
Project: Research project
-
OpenReq
Männistö, T., Raatikainen, M., Tiihonen, J., Mäenpää, H., Myllyaho, L. & Kettunen, E.
European Commission / Horizon 2020
01/01/2017 → 31/12/2019
Project: Research project
Activities
- 1 Invited talk
-
Validation Methods For AI Systems
Lalli Santeri Myllyaho (Speaker)
13 Sep 2021Activity: Talk or presentation types › Invited talk