11 citations · 12 across the 6 of their papers we have counts for
4 papers · 1 filter
Quantile Surfaces -- Generalizing Quantile Regression to Multivariate Targets
Maarten Bieshaar, Jens Schreiber, Stephan Vogt +2
In this article, we present a novel approach to multivariate probabilistic forecasting. Our approach is based on an extension of single-output quantile regression (QR) to multivari…
Extended Coopetitive Soft Gating Ensemble
Stephan Deist, Jens Schreiber, Maarten Bieshaar +1
This article is about an extension of a recent ensemble method called Coopetitive Soft Gating Ensemble (CSGE) and its application on power forecasting as well as motion primitive f…
Knowledge Representations in Technical Systems -- A Taxonomy
Kristina Scharei, Florian Heidecker, Maarten Bieshaar
The recent usage of technical systems in human-centric environments leads to the question, how to teach technical systems, e.g., robots, to understand, learn, and perform tasks des…
Multi-Sensor Data and Knowledge Fusion -- A Proposal for a Terminology Definition
Silvia Beddar-Wiesing, Maarten Bieshaar
Fusion is a common tool for the analysis and utilization of available datasets and so an essential part of data mining and machine learning processes. However, a clear definition o…