Statistical Machine Learning for Engineering with Applications

Jürgen Franke has been a professor of Applied Mathematical Statistics and the speaker of the interdisciplinary Center for Mathematical and Computational Modelling (CM)² at the University of Kaiserslautern. Since his retirement from teaching, he joined the Fraunhofer Institute for Industrial Mathematics (ITWM) as a scientific consultant on statistics. His research focuses on nonlinear time series analysis, nonparametric statistics and statistical learning with applications in engineering and finance.

Anita Schöbel is professor of Applied Mathematics at the University Kaiserslautern-Landau and head of the Fraunhofer Institute for Industrial Mathematics (ITWM). Currently she is also president of the Association of European Operational Research Societies (EURO). At Fraunhofer Society she is responsible for the strategic research area Next Generation Computing and vice spokesperson for the quantum computing competence network. Her research focuses on discrete optimization and on robust and multi-objective optimization with applications in transportation.

Jürgen Franke 是凱瑟斯勞滕大學應用數學統計學的教授，以及跨學科數學與計算建模中心 (CM)² 的發言人。自從退休後，他加入了弗勞恩霍夫工業數學研究所 (ITWM)，擔任統計學的科學顧問。他的研究專注於非線性時間序列分析、非參數統計和統計學習，並應用於工程和金融領域。

Anita Schöbel 是凱瑟斯勞滕-蘭道大學的應用數學教授，也是弗勞恩霍夫工業數學研究所 (ITWM) 的負責人。目前，她也是歐洲運籌學會聯合會 (EURO) 的會長。在弗勞恩霍夫學會中，她負責下一代計算的戰略研究領域，並擔任量子計算能力網絡的副發言人。她的研究專注於離散優化以及穩健和多目標優化，並應用於交通運輸領域。