14 citations · 23 across the 3 of their papers we have counts for
3 papers
Probabilistic Solar Power Forecasting: Long Short-Term Memory Network vs Simpler Approaches
Vinayak Sharma, Jorge Angel Gonzalez Ordiano, Ralf Mikut +1
The high penetration of volatile renewable energy sources such as solar make methods for coping with the uncertainty associated with them of paramount importance. Probabilistic for…
The MATLAB Toolbox SciXMiner: User's Manual and Programmer's Guide
Ralf Mikut, Andreas Bartschat, Wolfgang Doneit +5
The Matlab toolbox SciXMiner is designed for the visualization and analysis of time series and features with a special focus to classification problems. It was developed at the Ins…
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…