Laura von Rüden

17 papers B 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Global Properties from Local Explanations with Concept Explanation Clusters.
xAI (1)
Elena Haedecke, Maram Akila, Laura von Rüden
2023 — conf
Harnessing Prior Knowledge for Explainable Machine Learning: An Overview.
SaTML
Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden
2023 B conf
How Does Knowledge Injection Help in Informed Machine Learning?
IJCNN
Laura von Rüden, Jochen Garcke, Christian Bauckhage
2023 J jnl
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.
IEEE Trans. Knowl. Data Eng.
Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
2023 — —
Informed Machine Learning: Integrating Prior Knowledge into Data-Driven Learning Systems.
Laura von Rüden
2022 J jnl
Informed Pre-Training on Prior Knowledge.
CoRR
Laura von Rüden, Sebastian Houben, Kostadin Cvejoski, Christian Bauckhage, Nico Piatkowski
2022 J jnl
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.
CoRR
Julian Wörmann, Daniel Bogdoll, Etienne Bührle, Han Chen, Evaristus Fuh Chuo, Kostadin Cvejoski, Ludger van Elst, Tobias Gleißner, Philip Gottschall, Stefan Griesche, Christian Hellert, Christian Hesels, Sebastian Houben, Tim Joseph, Niklas Keil, Johann Kelsch, Hendrik Königshof, Erwin Kraft, Leonie Kreuser, Kevin Krone, Tobias Latka, Denny Mattern, Stefan Matthes, Mohsin Munir, Moritz Nekolla, Adrian Paschke, Maximilian Alexander Pintz, Tianming Qiu, Faraz Qureishi, Syed Tahseen Raza Rizvi, Jörg Reichardt, Laura von Rüden, Stefan Rudolph, Alexander Sagel, Gerhard Schunk, Hao Shen, Hendrik Stapelbroek, Vera Stehr, Gurucharan Srinivas, Anh Tuan Tran, Abhishek Vivekanandan, Ya Wang, Florian Wasserrab, Tino Werner, Christian Wirth, Stefan Zwicklbauer
2021 J jnl
Evolutionary Hierarchical Harvest Schedule Optimization for Food Waste Prevention.
CoRR
Maurice Günder, Nico Piatkowski, Laura von Rüden, Rafet Sifa, Christian Bauckhage
2021 J jnl
Explainable Machine Learning with Prior Knowledge: An Overview.
CoRR
Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden
2021 J jnl
Street-Map Based Validation of Semantic Segmentation in Autonomous Driving.
CoRR
Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2021 J jnl
Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization With Evolutionary Algorithms.
IEEE Access
Maurice Günder, Nico Piatkowski, Laura von Rüden, Rafet Sifa, Christian Bauckhage
2020 B conf
Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions.
IDA
Laura von Rüden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke
2020 B conf
Street-Map Based Validation of Semantic Segmentation in Autonomous Driving.
ICPR
Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2020 J jnl
Towards Map-Based Validation of Semantic Segmentation Masks.
CoRR
Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Christian Bauckhage
2019 J jnl
Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning.
CoRR
Laura von Rüden, Sebastian Mayer, Jochen Garcke, Christian Bauckhage, Jannis Schücker
2017 J jnl
Magnostics: Image-Based Search of Interesting Matrix Views for Guided Network Exploration.
IEEE Trans. Vis. Comput. Graph.
Michael Behrisch, Benjamin Bach, Michael Hund, Michael Delz, Laura von Rüden, Jean-Daniel Fekete, Tobias Schreck
2015 — conf
Separating the wheat from the chaff: identifying relevant and similar performance data with visual analytics.
VPA@SC
Laura von Rüden, Marc-André Hermanns, Michael Behrisch, Daniel A. Keim, Bernd Mohr, Felix Wolf