42 citations · 138 across the 22 of their papers we have counts for
3 papers · 1 filter
Scalable Concept Extraction in Industry 4.0
Andrés Felipe Posada-Moreno, Kai Müller, Florian Brillowski +3
The industry 4.0 is leveraging digital technologies and machine learning techniques to connect and optimize manufacturing processes. Central to this idea is the ability to transfor…
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test
Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe +1
Machine learning and deep learning have been used extensively to classify physical surfaces through images and time-series contact data. However, these methods rely on human expert…
Data-Driven Observability Analysis for Nonlinear Stochastic Systems
Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow +2
Distinguishability and, by extension, observability are key properties of dynamical systems. Establishing these properties is challenging, especially when no analytical model is av…