11 citations · 12 across the 4 of their papers we have counts for
4 papers · 1 filter
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…
Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence
Maarten Bieshaar, Günther Reitberger, Stefan Zernetsch +3
Vulnerable road users (VRUs, i.e. cyclists and pedestrians) will play an important role in future traffic. To avoid accidents and achieve a highly efficient traffic flow, it is imp…
Highly Automated Learning for Improved Active Safety of Vulnerable Road Users
Maarten Bieshaar, Günther Reitberger, Viktor Kreß +4
Highly automated driving requires precise models of traffic participants. Many state of the art models are currently based on machine learning techniques. Among others, the require…