معرفی
Stefan Lessmann is a Professor of Information Systems at the School of Business and Economics, Humboldt-University of Berlin. He completed his habilitation in predictive analytics (2012) and has served as a guest lecturer at the University of Southampton's School of Management since 2008. His academic journey began with a diploma (2002) and PhD (2007) in business administration from the University of Hamburg.
Research interests: Stefan focuses on empirical prediction models to support managerial decision-making, particularly in finance, marketing, and risk management. His work spans
- Deep learning architectures
- Credit risk modeling
- Uplift modeling
- Time series forecasting
- Big data analytics
- Sentiment analysis
Professional activities: He has led corporate research projects with organizations like DMC GmbH and Star Financial Systems Ltd., addressing challenges in marketing ROI, cryptocurrency forecasting, and financial risk modeling. Stefan serves as Associate Editor for Business Information Systems Engineering and has peer-reviewed for journals like European Journal of Operational Research and IEEE Transactions on Software Engineering.
