Joonas Linnosmaa

Hybrid ontology for safety, security, and dependability risk assessments and Security Threat Analysis (STA) method for industrial control systems

Jarmo Alanen, Joonas Linnosmaa, Timo Malm et al. · Reliability Engineering & System Safety · 2021 · 60 citations · Full text

Engineering, Industrial Engineering, Information Security +22

A Zero Trust Hybrid Security and Safety Risk Analysis Method

Nikolaos Papakonstantinou, Douglas L. Van Bossuyt, Joonas Linnosmaa et al. · Journal of Computing and Information Science in Engineering · 2021 · 36 citations

Engineering, Information Security, Safety Science +30

Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records

Emmi Antikainen, Joonas Linnosmaa, Adil Umer et al. · Scientific Reports · 2023 · 36 citations · Full text

Developing deep learning surrogate models for digital twins in mineral processing – A case study on data-driven multivariate multistep forecasting

Akhtar Zeb, Joonas Linnosmaa, Mikko Seppi et al. · Minerals Engineering · 2024 · 17 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

Early Combined Safety - Security Defense in Depth Assessment of Complex Systems

Nikolaos Papakonstantinou, Joonas Linnosmaa, Ahmed Z. Bashir et al. · 2020 · 10 citations

Engineering, Information Security, Safety Science +19