Coping with Inconsistent Models of Requirements. - Juha Tiihonen; Mikko Raatikainen; Lalli Myllyaho; Clara Marie Lüders; Tomi Männistö (ConfWS, 2019)

MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases. - Tuomas Granlund; Aleksi Kopponen; Vlad Stirbu; Lalli Myllyaho; Tommi Mikkonen (WAIN@ICSE, 2021)

Improved dependency management for issue trackers in large collaborative projects. - Mikko Raatikainen; Quim Motger; Clara Marie Lüders; Xavier Franch; Lalli Myllyaho; Elina Kettunen; Jordi Marco; Juha Tiihonen; Mikko Halonen; Tomi Männistö (CoRR, 2021)

Systematic literature review of validation methods for AI systems. - Lalli Myllyaho; Mikko Raatikainen; Tomi Männistö; Tommi Mikkonen; Jukka K. Nurminen (J. Syst. Softw., 2021)

Node co-activations as a means of error detection - Towards fault-tolerant neural networks. - Lalli Myllyaho; Jukka K. Nurminen; Tommi Mikkonen (Array, 2022)

On misbehaviour and fault tolerance in machine learning systems. - Lalli Myllyaho; Mikko Raatikainen; Tomi Männistö; Jukka K. Nurminen; Tommi Mikkonen (J. Syst. Softw., 2022)

Anomaly Localization in Audio via Feature Pyramid Matching. - Jorma Valjakka; Juha Mylläri; Lalli Myllyaho; Juhani Kivimäki; Jukka K. Nurminen (COMPSAC, 2023)

Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. - Riku Alho; Mikko Raatikainen; Jukka K. Nurminen; Lalli Myllyaho; Lucy Ellen Lwakatare (TKTP, 2023)

Systematic Literature Review on Cost-Efficient Deep Learning. - Antti Klemetti; Mikko Raatikainen; Lalli Myllyaho; Tommi Mikkonen; Jukka K. Nurminen (IEEE Access, 2023)

On Quality Assurance of Intelligent Systems ; Älykkäiden järjestelmien laadunvarmistus. - Lalli Myllyaho (2023)

Improved Management of Issue Dependencies in Issue Trackers of Large Collaborative Projects. - Mikko Raatikainen; Quim Motger; Clara Marie Lüders; Xavier Franch; Lalli Myllyaho; Elina Kettunen; Jordi Marco; Juha Tiihonen; Mikko Halonen; Tomi Männistö (IEEE Trans. Software Eng., 2023)

Learning the Structure of Commands by Retraining a Language Model. - Zafar Hussain; Lalli Myllyaho; Jukka K. Nurminen (ICMLT, 2024)

On Modularity of Neural Networks: Systematic Review and Open Challenges. - Riku Alho; Mikko Raatikainen; Lalli Myllyaho; Jukka K. Nurminen (ICSR, 2024)

Removing Neurons From Deep Neural Networks Trained With Tabular Data. - Antti Klemetti; Mikko Raatikainen; Juhani Kivimäki; Lalli Myllyaho; Jukka K. Nurminen (IEEE Open J. Comput. Soc., 2024)