Prof. Dr. Arne Johannssen

I am an Interim Professor of Statistics & Data Analytics at Harz University of Applied Sciences and an Assistant Professor of Statistics and Data Science at the University of Hamburg, Germany. My focus in research and teaching is on Artificial Intelligence, Computational Statistics, Statistical Inference and Statistical Learning with applications in Business and Economics. I am interested in various areas of Business and Economics and especially in the managerial and economic aspects related to Industry 4.0. I have published numerous papers in renowned international journals, in particular in the top-tier journals of "Artificial Intelligence", "Statistics & Probability" and "Industrial Engineering". I am among the top 5% of scientists worldwide across all disciplines who published their first paper in 2017.

My research activities are primarily concerned with the development of statistical and intelligent techniques to implement the concept of smart manufacturing. I utilize the data from manufacturing processes to continuously improve the efficiency of processes and manufacturing productivity by detecting anomalies, so I have a sustainability focus on narrowing the resource loops. Important aspects in my ongoing research are explainability, transparency and trustworthiness in AI-driven decision making, as they are crucial to achieve a human-centered industry (Industry 5.0).

I am also interested in the application areas of Health Care, Medicine 4.0, Finance, Insurance, Marketing and beyond. Often a practical problem is the trigger for me to develop a specific method to solve the concrete problem, which is why I have several collaborations with companies and industry. My research is funded by the German Research Foundation (DFG), among others.

Contact

Prof. Dr. Arne Johannssen

University of Hamburg

Hamburg Business School

Von-Melle-Park 5

20146 Hamburg, Germany

Office: 1049

E-Mail: arne.johannssen@uni-hamburg.de

Website: www.arnejohannssen.com

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