Rinn, Philip; Stepanov, Yuriy; Peinke, Joachim; Guhr, Thomas - arXiv.org - 2015
We propose a combination of cluster analysis and stochastic process analysis to characterize high-dimensional complex dynamical systems by few dominating variables. As an example, stock market data are analyzed for which the dynamical stability as well as transitions between different stable...