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eess.SY2017★ 39 cited
Comments on Truncation Errors for Polynomial Chaos Expansions
Tillmann Mühlpfordt, Rolf Findeisen, Veit Hagenmeyer +1
Methods based on polynomial chaos expansion allow to approximate the behavior of systems with uncertain parameters by deterministic dynamics. These methods are used in a wide range…
eess.SY2017★ 7 cited
Nearest-Neighbor Based Non-Parametric Probabilistic Forecasting with Applications in Photovoltaic Systems
Jorge Ángel González Ordiano, Wolfgang Doneit, Simon Waczowicz +3
The present contribution offers a simple methodology for the obtainment of data-driven interval forecasting models by combining pairs of quantile regressions. Those regressions are…