Precipitation Modeling by RCMARS, CMARS and MARS
Learning from data has become very important in every field of science and technology, e.g., in
- financial sector,
- quality improvement in manufacturing,
- computational biology,
- medicine and
Learning enables for doing estimation and prediction.
- MARS: Multivariate Adaptive Regression Spline
- Robust Optimization
- Polyhedral Uncertainty and Robust Counterpart
- Robust CQP with the Polytopic Uncertainity
- A real-World Application by RCMARS
Prof. Gerhard-Wilhelm Weber
Department of Financial Mathematics and Department of Scientific Computing, Institute of Applied Mathematics, Middle East Technical University, Ankara, Turkey; Guest Professor at the Faculty of Economics, Management and Law of University of Siegen, Germany; Collaborator at Center for Research on Optimization and Control (CEOC), University of Aveiro, Portugal.