S
Stefan Fink
Researcher at Johannes Kepler University of Linz
Publications - 3
Citations - 45
Stefan Fink is an academic researcher from Johannes Kepler University of Linz. The author has contributed to research in topics: Variable (computer science) & Symbolic regression. The author has an hindex of 2, co-authored 3 publications receiving 40 citations.
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Book ChapterDOI
Macro-Economic Time Series Modeling and Interaction Networks
TL;DR: In this article, an approach based on genetic programming and symbolic regression is proposed to identify variable interactions in large datasets, where multiple symbolic regression runs are executed for each variable of the dataset to find potentially interesting models.
Book ChapterDOI
Macro-economic time series modeling and interaction networks
TL;DR: This contribution describes an approach based on genetic programming and symbolic regression to identify variable interactions in large datasets with monthly observations of important economic indicators to identify potentially interesting dependencies of these indicators.
Book ChapterDOI
Dynamics of Predictability and Variable Influences Identified in Financial Data Using Sliding Window Machine Learning
TL;DR: The results show that the predictability has not decreased for all financial variables, indeed in numerous cases the prediction quality has even improved, which corresponds to the fact that relationships and dynamics in the financial sector have changed significantly over the last decade.