Compilation of research projects with code conducted by the Cognitive Systems group of the Otto-Friedrich-Universität Bamberg. Also have a look inside our gitlab repository.
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Multi-Level-Multi-Modal-Explanation
- Short description: Repository that contains the code for the paper "Explanation as a process: user-centric construction of multi-level and multi-modal explanations" submitted to KI 2021 by Finzel et al.
- Researchers: Bettina Finzel, David Elias Tafler, Stephan Scheele, Ute Schmid
- Link to paper: [link](to be updated)
- Link to code: link
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Expressive Explanations of DNNs by Combining Concept Analysis with ILP
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GeNME: Generating contrastive explanations for inductive logic programming based on a near miss approach
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LIME-Aleph
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Efficient Algorithms for Inductive Program Synthesis
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Metagol_SN
- Short description: Metagol is an inductive logic programming system learning logic rules from examples. Metagol_SN is a variant of that approach tailored to learning rules with exceptions. For example, any A is also a B unless it is also an C.
- Researchers: Michael Siebers, Ute Schmid
- Link to paper: link
- Link to code: link
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SanSI
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Reasoning WebAPI