Publication:
Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs
| dc.contributor.author | Legnar, Maximilian | |
| dc.contributor.author | Siemoneit, Joern-Helge Heinrich | |
| dc.contributor.author | Vandewiele, Gilles | |
| dc.contributor.author | Hesser, Juergen | |
| dc.contributor.author | Popovic, Zoran | |
| dc.contributor.author | Porubsky, Stefan | |
| dc.contributor.author | Weis, Cleo-Aron | |
| dc.date.accessioned | 2025-04-01T06:43:14Z | |
| dc.date.available | 2025-04-01T06:43:14Z | |
| dc.date.issued | 2025-FEB 13 | |
| dc.description.wosFundingText | First of all, we would like to thank the inventors of MINDWALC, without whom this work would not exist. In particular, this includes Gilles Vandewiele et al., who developed MINDWALC while working at the research group IDLab, Ghent University-imec. The authors gratefully acknowledge the data storage service SDS@hd supported by the Ministry of Science, Research and the Arts Baden-Wurttemberg (MWK) and the German Research Foundation (DFG) through grant INST INST 35/1503-1 FUGG. The authors also thank the IT department staff of the Medical Faculty of Mannheim and especially Bohne-Lang for supervising our computer administration and infrastructure. | |
| dc.identifier.doi | 10.3390/make7010016 | |
| dc.identifier.uri | https://imec-publications.be/handle/20.500.12860/45469 | |
| dc.publisher | MDPI | |
| dc.source.issue | 1 | |
| dc.source.journal | MACHINE LEARNING AND KNOWLEDGE EXTRACTION | |
| dc.source.numberofpages | 27 | |
| dc.source.volume | 7 | |
| dc.title | Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs | |
| dc.type | Journal article | |
| dspace.entity.type | Publication | |
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