معرفی
Heike Trautmann is a Full Professor of Data Science: Statistics and Optimization at the University of Münster, holding dual appointments in Datamanagement & Biometrics and the Digital Society Institute. She directs the European Research Center of Information Systems (ERCIS). Her academic journey includes a PhD (2004) and Habilitation (2013) in Statistics from Universitat Dortmund, focusing on optimization methodologies. Her research spans evolutionary optimization, machine learning, and algorithm selection, with applications in multi-objective problems and social media analytics. Recent work emphasizes deep learning-driven exploratory landscape analysis and hybrid algorithms for complex optimization challenges.
- Education:
- Habilitation in Statistics (2013): Universitat Dortmund
- PhD in Statistics (2004): Universitat Dortmund
- Master in Statistics (2000): Universitat Dortmund
Her research interests prioritize advancing optimization techniques through interdisciplinary approaches, particularly leveraging machine learning for algorithm configuration and performance analysis. Collaborations highlight global networks addressing computational challenges in continuous and mixed-variable spaces. As ERCIS director, she drives innovation in information systems and societal impact through data science.
