Johannes Rabold

According to our database, Johannes Rabold authored at least 6 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Generating contrastive explanations for inductive logic programming based on a near miss approach.

Johannes Rabold, Michael Siebers, Ute Schmid

Mach. Learn., 2022

A Neural-Symbolic Approach for Explanation Generation Based on Sub-concept Detection: An Application of Metric Learning for Low-Time-Budget Labeling.

Johannes Rabold

Künstliche Intell., 2022

2020

Expressive Explanations of DNNs by Combining Concept Analysis with ILP.

Johannes Rabold, Gesina Schwalbe, Ute Schmid

Proceedings of the KI 2020: Advances in Artificial Intelligence, 2020

2019

Effect of Superpixel Aggregation on Explanations in LIME - A Case Study with Biological Data.

Ludwig Schallner, Johannes Rabold, Oliver Scholz, Ute Schmid

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Enriching Visual with Verbal Explanations for Relational Concepts - Combining LIME with Aleph.

Johannes Rabold, Hannah Deininger, Michael Siebers, Ute Schmid

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Explaining Black-Box Classifiers with ILP - Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules.

Johannes Rabold, Michael Siebers, Ute Schmid

Proceedings of the Inductive Logic Programming - 28th International Conference, 2018