ProfessorsProfessors of Högskolan i SkövdeGunnar Mathiason

Gunnar Mathiason

Högskolan i Skövde

H-index: 10

Europe-Sweden

About Gunnar Mathiason

Gunnar Mathiason, With an exceptional h-index of 10 and a recent h-index of 8 (since 2020), a distinguished researcher at Högskolan i Skövde, specializes in the field of machine learning, data science, AI, distributed real-time systems, cyber-physical systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Utilising Data from Multiple Production Lines for Predictive Deep Learning Models

Using reinforcement learning for generating polynomial models to explain complex data

Understanding Robust Target Prediction in Basic Oxygen Furnace

Increased Network Monitoring Support through Topic Modeling

Using machine learning for robust target prediction in a Basic Oxygen Furnace system

Evaluation of uncertainty quantification in deep learning

Gunnar Mathiason Information

University	Högskolan i Skövde
Position	___
Citations(all)	413
Citations(since 2020)	325
Cited By	179
hIndex(all)	10
hIndex(since 2020)	8
i10Index(all)	10
i10Index(since 2020)	7
Email	Access Email
University Profile Page	Högskolan i Skövde
Google Scholar	View Google Scholar Profile

Gunnar Mathiason Skills & Research Interests

machine learning

data science

distributed real-time systems

cyber-physical systems

Top articles of Gunnar Mathiason

Title	Journal	Author(s)	Publication Date
Utilising Data from Multiple Production Lines for Predictive Deep Learning Models		Niclas Ståhl Gunnar Mathiason Juhee Bae	2022
Using reinforcement learning for generating polynomial models to explain complex data	SN Computer Science	Niclas Ståhl Gunnar Mathiason Dellainey Alcacoas	2021/4
Understanding Robust Target Prediction in Basic Oxygen Furnace		Juhee Bae Gunnar Mathiason Yurong Li Niklas Kojola Niclas Ståhl	2021/1/8
Increased Network Monitoring Support through Topic Modeling	International Journal of Information, Communication Technology and Applications	H Joe Steinhauer Anders Åhlén Tove Helldin Alexander Karlsson Gunnar Mathiason	2020
Using machine learning for robust target prediction in a Basic Oxygen Furnace system	Metallurgical and materials transactions. B, process metallurgy and materials processing science	Juhee Bae Yurong Li Niclas Ståhl Gunnar Mathiason Niklas Kojola	2020
Evaluation of uncertainty quantification in deep learning		Niclas Ståhl Göran Falkman Alexander Karlsson Gunnar Mathiason	2020/6/5