Search Results for author: Tommi Mikkonen

Found 8 papers, 1 papers with code

On Medical Device Cybersecurity Compliance in EU

no code implementations11 Mar 2021 Tuomas Granlund, Juha Vedenpää, Vlad Stirbu, Tommi Mikkonen

We argue that these core concepts form a foundations for cybersecurity compliance in the European Union regulatory framework.

Cryptography and Security Computers and Society

On Medical Device Software CE Compliance and Conformity Assessment

no code implementations11 Mar 2021 Tuomas Granlund, Tommi Mikkonen, Vlad Stirbu

Manufacturing of medical devices is strictly controlled by authorities, and manufacturers must conform to the regulatory requirements of the region in which a medical device is being marketed for use.

Computers and Society

Time for AI (Ethics) Maturity Model Is Now

no code implementations29 Jan 2021 Ville Vakkuri, Marianna Jantunen, Erika Halme, Kai-Kristian Kemell, Anh Nguyen-Duc, Tommi Mikkonen, Pekka Abrahamsson

The software engineering paradigm has introduced maturity model thinking, which provides a roadmap for companies to improve their performance from the selected viewpoints known as the key capabilities.

Computers and Society

Testing the Robustness of AutoML Systems

no code implementations6 May 2020 Tuomas Halvari, Jukka K. Nurminen, Tommi Mikkonen

Automated machine learning (AutoML) systems aim at finding the best machine learning (ML) pipeline that automatically matches the task and data at hand.

AutoML BIG-bench Machine Learning

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