Esteem Factors

Commitment to the scientific community

• Member of the Executive Board of the German Statistical Society (DStatG)

• Conference Officer of the DStatG

• Co-head of the committee “Computational Statistics and Data Science” of the DStatG

• Senior member of the International Chair in Data Science and Explainable Artificial Intelligence

• Affiliate member of the Hamburg Center for Health Economics (HCHE)

• Member of scientific and organizing committees for various conferences (e.g., DAGStat)

• Chairing sessions at conferences (e.g., "Industrial Data Science")

Editorships

• Associate Editor of Expert Systems with Applications (2025-ongoing)

• Associate Editor of AStA Advances in Statistical Analysis (2024-ongoing)

• Academic Editor of PLOS ONE (2024-ongoing)

• Guest Editor of the Special Issue "Generative Artificial Intelligence in Autonomous and Adaptive Systems for Industry 5.0" in ACM Transactions on Autonomous and Adaptive Systems (with W. Jiang, C.-H. Lee, K. P. Tran & C.-L. Liu, 2025-ongoing)

• Lead Guest Editor of the Special Issue "Statistical Process Monitoring based on Machine Learning Techniques" in Quality and Reliability Engineering International (with P. Qiu, X. Xie & A. Yeganeh, 2024-ongoing)

• Lead Guest Editor of the Special Issue “Network Monitoring with Machine Learning Methods” in Computers & Industrial Engineering (with P. Otto & P. Mozharovskyi, 2024-2025)

• Lead Guest Editor of the Special Issue “Mathematical Data Science with Applications in Business, Industry, and Medicine” in Mathematics (with N. Chukhrova, 2023-2024)

• Lead Guest Editor of the Special Issues “Symmetrical and Asymmetrical Distributions in Statistics and Data Science I & II” in Symmetry (with N. Chukhrova & Q. Zhu, 2022-2025)

Memberships

• European Network for Business and Industrial Statistics (ENBIS)

• German Academic Association for Business Research (VHB)

• German Data Science Society (GDS)

• German Statistical Society (DStatG)

Reviewer activity

• Alexandria Engineering Journal

• Annals of Actuarial Science

• Annals of Data Science

• Applied Artificial Intelligence

• Applied Soft Computing

• Artificial Intelligence in Medicine

• ASTIN Bulletin

• Communications in Statistics – Theory and Methods

• Computational and Applied Mathematics

• Computational Statistics

• Computers & Industrial Engineering

• Digital Health

• Energy Science & Engineering

• Engineering Applications of Artificial Intelligence

• Engineering Reports

• European Journal of Operational Research

• Expert Systems with Applications

• Health Care Management Science

• Heliyon

• IEEE Internet of Things

• IEEE Transactions on Fuzzy Systems

• IEEE Transactions on Intelligent Transportation Systems

• International Journal for Quality in Health Care

• International Journal of Fuzzy Systems

• International Journal of Production Research

• International Journal of Quality and Reliability Management

• Journal of Agricultural, Biological, and Environmental Statistics

• Journal of Applied Statistics

• Journal of Cleaner Production

• Journal of Computational and Applied Mathematics

• Journal of Intelligent Manufacturing

• Journal of Process Control

• Journal of Quality Technology

• Journal of Statistical Computation and Simulation

• Machine Learning with Applications

• MethodsX

• Metron

• Patterns

• PLOS ONE

• Production & Manufacturing Research

• Quality and Reliability Engineering International

• Quality Technology & Quantitative Management

• Results in Engineering

• Risks

• Scandinavian Actuarial Journal

• Science Progress

• Sequential Analysis

• Soft Computing

• SoftwareX

• Statistics in Medicine