no code implementations • 20 Sep 2023 • Rüdiger Machhamer, Lejla Begic Fazlic, Eray Guven, David Junk, Gunes Karabulut Kurt, Stefan Naumann, Stephan Didas, Klaus-Uwe Gollmer, Ralph Bergmann, Ingo J. Timm, Guido Dartmann
The results show an improvement for both the simulation and the experiments with real data.
no code implementations • 20 Sep 2022 • Joscha Grüger, Tobias Geyer, Martin Kuhn, Stefan Braun, Ralph Bergmann
Thus, this technique is predestined to be used in the medical context for the comparison of treatment cases with clinical guidelines.
no code implementations • 30 Jun 2021 • Maximilian Hoffmann, Ralph Bergmann
Currently, Deep Learning (DL) components within a Case-Based Reasoning (CBR) application often lack the comprehensive integration of available domain knowledge.
no code implementations • 7 Jul 2020 • Lukas Malburg, Patrick Klein, Ralph Bergmann
For using AI methods in the context of Industry 4. 0, semantic web services are indispensable to provide a reasonable abstraction of the underlying manufacturing capabilities.
no code implementations • 8 Jun 2020 • Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
This paper targets the automated extraction of components of argumentative information and their relations from natural language text.
no code implementations • 23 Apr 2020 • Stefan Ollinger, Lorik Dumani, Premtim Sahitaj, Ralph Bergmann, Ralf Schenkel
Research on computational argumentation is currently being intensively investigated.