Laura von Rueden
Laura von Rueden
Research Scientist, Fraunhofer IAIS, Fraunhofer Center for Machine Learning
Verified email at iais.fraunhofer.de
Title
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Year
Informed machine learning - A taxonomy and survey of integrating knowledge into learning systems
L von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ...
arXiv preprint arXiv:1903.12394v2, 2020
302020
Informed machine learning - Towards a taxonomy of explicit integration of knowledge into machine learning
L von Rueden, S Mayer, J Garcke, C Bauckhage, J Schuecker
arXiv preprint arXiv:1903.12394, 2019
272019
Magnostics: Image-based search of interesting matrix views for guided network exploration
M Behrisch, B Bach, M Hund, M Delz, L Von Rüden, JD Fekete, T Schreck
IEEE Transactions on Visualization and Computer Graphics 23 (1), 31-40, 2016
242016
Combining machine learning and simulation to a hybrid modelling approach: Current and future directions
L von Rueden, S Mayer, R Sifa, C Bauckhage, J Garcke
International Symposium on Intelligent Data Analysis, 548-560, 2020
72020
Separating the wheat from the chaff: Identifying relevant and similar performance data with visual analytics
L von Rüden, MA Hermanns, M Behrisch, D Keim, B Mohr, F Wolf
Workshop on Visual Performance Analysis (VPA), Supercomputing Conference, 2015
42015
Towards Map-Based Validation of Semantic Segmentation Masks
L von Rueden, T Wirtz, F Hueger, JD Schneider, C Bauckhage
Workshop on AI for Autonomous Driving (AIAD), International Conference on …, 2020
12020
Street-Map Based Validation of Semantic Segmentation in Autonomous Driving
L von Rueden, T Wirtz, F Hueger, JD Schneider, N Piatkowski, ...
arXiv preprint arXiv:2104.07538, 2021
2021
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