Research output per year
Research output per year
Personal profile
Expertise area
I work with data, it can be for example design or measurement data. I can process, analyse and mine information in model or data driven manner to gain information from the data. Methods include, for example, using big data or machine learning.
Research interests
Data analysis, data science, data engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master, Tampere University of Technology (TUT)
2013 → 2016
Bachelor, Tampere University of Technology (TUT)
2009 → 2013
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Research output
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Benchmark Exercise on Nuclear Safety Engineering Practices
Immonen, E., Linnosmaa, J., Helminen, A. & Alanen, J., 2022, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022). Chiara Leva, M., Patelli, E., Podofillini, L. & Wilson, S. (eds.). Research Publishing Services, p. 1026-1033 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Hybrid ontology for safety, security, and dependability risk assessments and Security Threat Analysis (STA) method for industrial control systems
Alanen, J., Linnosmaa, J., Malm, T., Papakonstantinou, N., Ahonen, T., Heikkilä, E. & Tiusanen, R., Apr 2022, In: Reliability Engineering and System Safety. 220, 20 p., 108270.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access8 Citations (Scopus) -
Model Driven Engineering for Resilience of Systems with Black Box and AI-based Components
Papakonstantinou, N., Hale, B., Linnosmaa, J., Salonen, J. & Bossuyt, D. L. V., 20 Sep 2022, 68th Annual Reliability and Maintainability Symposium, RAMS 2022. IEEE Institute of Electrical and Electronic Engineers, 7 p. (Proceedings - Annual Reliability and Maintainability Symposium, Vol. 2022-January).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Review of cybersecurity risk analysis methods and tools for safety critical industrial control systems
Alanen, J., Linnosmaa, J., Pärssinen, J., Kotelba, A. & Heikkilä, E., 21 Apr 2022, VTT Technical Research Centre of Finland. 46 p. (VTT Research Report; No. VTT-R-00298-22).Research output: Book/Report › Report
Open AccessFile448 Downloads (Pure) -
Security and Safety Integration for the Nuclear Instrumentation and Control Systems
Linnosmaa, J., Papakonstantinou, N., Malm, T., Kotelba, A. & Parssinen, J., 2022, 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation, ETFA 2022. IEEE Institute of Electrical and Electronic Engineers, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review