Johannes Rabold

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Concept Detection

Logic Programming

Classification Decisions

Relational Data Mining

Top Venues

PKDD/ECML Workshops (1)

Publications

Bettina Finzel, Patrick Hilme, Johannes Rabold, Ute Schmid
When a Relation Tells More Than a Concept: Exploring and Evaluating Classifier Decisions with CoReX. CoRR (2024)
Johannes Rabold
A Neural-Symbolic Approach for Explanation Generation Based on Sub-concept Detection: An Application of Metric Learning for Low-Time-Budget Labeling. Künstliche Intell. 36 (3) (2022)
Johannes Rabold, Michael Siebers, Ute Schmid
Generating contrastive explanations for inductive logic programming based on a near miss approach. Mach. Learn. 111 (5) (2022)
Johannes Rabold, Michael Siebers, Ute Schmid
Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach. CoRR (2021)
Johannes Rabold, Gesina Schwalbe, Ute Schmid
Expressive Explanations of DNNs by Combining Concept Analysis with ILP. CoRR (2021)
Johannes Rabold, Gesina Schwalbe, Ute Schmid
Expressive Explanations of DNNs by Combining Concept Analysis with ILP. KI (2020)
Johannes Rabold, Hannah Deininger, Michael Siebers, Ute Schmid
Enriching Visual with Verbal Explanations for Relational Concepts - Combining LIME with Aleph. CoRR (2019)
Johannes Rabold, Hannah Deininger, Michael Siebers, Ute Schmid
Enriching Visual with Verbal Explanations for Relational Concepts - Combining LIME with Aleph. PKDD/ECML Workshops (1) (2019)
Ludwig Schallner, Johannes Rabold, Oliver Scholz, Ute Schmid
Effect of Superpixel Aggregation on Explanations in LIME - A Case Study with Biological Data. CoRR (2019)
Ludwig Schallner, Johannes Rabold, Oliver Scholz, Ute Schmid
Effect of Superpixel Aggregation on Explanations in LIME - A Case Study with Biological Data. PKDD/ECML Workshops (1) (2019)
Johannes Rabold, Michael Siebers, Ute Schmid
Explaining Black-Box Classifiers with ILP - Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules. ILP (2018)