List of Publications

2021

Granlund T., Kopponen A., Stirbu V., Myllyaho L. and Mikkonen T. 2021. MLOps in Multi-Organization Setup: Experiences from Two Real-World Cases. WAIN’21 at ICSE’21, IEEE.
Link to publication

Mäkinen S., Skogström H., Laaksonen E. and Mikkonen T. 2021. Who NeedsMLOps: WhatData Scientists Seek to Accomplish and How Can MLOps Help? WAIN’21 at ICSE’21, IEEE.
Link to publication

Stirbu V., Granlund T., Helen J. and Mikkonen T. 2021. Extending SOUP to ML Models in Certified Medical Systems. SEH’21 at ICSE’21, IEEE.
Link to publication

Tandon A., Dhir A. and Mäntymäki M. 2021. Jealousy due to social media? A systematic literature review and framework of social media-induced jealousy. Internet Research, ahead of print, doi: 10.1108/INTR-02-2020-0103.
Link to publication

Vakkuri V., Jantunen M., Halme E.,Kemell K.-K., Nguyen-Duc A., Mikkonen T. and Abrahamsson P. 2021. Time for AI (Ethics) Maturity Model Is Now. Proceedings of the 2021 Workshop on Artificial Intelligence Safety.
Link to publication

Theses

Taking the responsible use of AI into account in ESG analyses
Anniina Niukkanen, University of Turku, Information Systems Science
http://urn.fi/URN:NBN:fi-fe2021092947532

ART of AI governance: Pro-ethical conditions driving ethical governance
Anttoni Niemenmaa, University of Turku, Information Systems Science
http://urn.fi/URN:NBN:fi-fe2021082343879

To whom to explain and what? Systematic literature review on empirical studies on Explainable Artificial Intelligence (XAI)
Miika Tiainen, University of Turku, Information Systems Science
http://urn.fi/URN:NBN:fi-fe2021042611894

Implementing Ethical AI: From Principles to AI Governance
Akseli Seppälä, University of Turku, Information Systems Science
http://urn.fi/URN:NBN:fi-fe202104099940

Designing an open-source cloud-native MLOps pipeline
Sasu Mäkinen, University of Helsinki, Data Science
http://urn.fi/URN:NBN:fi:hulib-202103301763

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