Lalli Myllyaho

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Literature Review

Cepstral Features

Machine Learning Models

Top Venues

J. Syst. Softw.

Publications

Riku Alho, Mikko Raatikainen, Lalli Myllyaho, Jukka K. Nurminen
On Modularity of Neural Networks: Systematic Review and Open Challenges. ICSR (2024)
Jorma Valjakka, Juha Mylläri, Lalli Myllyaho, Juhani Kivimäki, Jukka K. Nurminen
Anomaly Localization in Audio via Feature Pyramid Matching. COMPSAC (2023)
Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. TKTP (2023)
Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
Improved Management of Issue Dependencies in Issue Trackers of Large Collaborative Projects. IEEE Trans. Software Eng. 49 (4) (2023)
Antti Klemetti, Mikko Raatikainen, Lalli Myllyaho, Tommi Mikkonen, Jukka K. Nurminen
Systematic Literature Review on Cost-Efficient Deep Learning. IEEE Access 11 (2023)
Lalli Myllyaho, Jukka K. Nurminen, Tommi Mikkonen
Node co-activations as a means of error detection - Towards fault-tolerant neural networks. Array 15 (2022)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
On misbehaviour and fault tolerance in machine learning systems. J. Syst. Softw. 183 (2022)
Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu, Lalli Myllyaho, Tommi Mikkonen
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases. WAIN@ICSE (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
On Misbehaviour and Fault Tolerance in Machine Learning Systems. CoRR (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
Systematic literature review of validation methods for AI systems. J. Syst. Softw. 181 (2021)
Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
Improved dependency management for issue trackers in large collaborative projects. CoRR (2021)
Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu, Lalli Myllyaho, Tommi Mikkonen
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases. CoRR (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
Systematic Literature Review of Validation Methods for AI Systems. CoRR (2021)
Juha Tiihonen, Mikko Raatikainen, Lalli Myllyaho, Clara Marie Lüders, Tomi Männistö
Coping with Inconsistent Models of Requirements. ConfWS (2019)