Laura von Rüden

Orcid: 0000-0002-7186-9753

According to our database1, Laura von Rüden authored at least 15 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Informed Machine Learning: Integrating Prior Knowledge into Data-Driven Learning Systems.
PhD thesis, 2023

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.
IEEE Trans. Knowl. Data Eng., 2023

Harnessing Prior Knowledge for Explainable Machine Learning: An Overview.
Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

How Does Knowledge Injection Help in Informed Machine Learning?
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Informed Pre-Training on Prior Knowledge.
CoRR, 2022

Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.
CoRR, 2022

2021
Evolutionary Hierarchical Harvest Schedule Optimization for Food Waste Prevention.
CoRR, 2021

Explainable Machine Learning with Prior Knowledge: An Overview.
CoRR, 2021

Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization With Evolutionary Algorithms.
IEEE Access, 2021

2020
Towards Map-Based Validation of Semantic Segmentation Masks.
CoRR, 2020

Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Street-Map Based Validation of Semantic Segmentation in Autonomous Driving.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning.
CoRR, 2019

2017
Magnostics: Image-Based Search of Interesting Matrix Views for Guided Network Exploration.
IEEE Trans. Vis. Comput. Graph., 2017

2015
Separating the wheat from the chaff: identifying relevant and similar performance data with visual analytics.
Proceedings of the 2nd Workshop on Visual Performance Analysis, 2015


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