Search Results for author: Ralph Bergmann

Found 6 papers, 0 papers with code

Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study

no code implementations20 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.

Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning

no code implementations30 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.

BIG-bench Machine Learning

Using Semantic Web Services for AI-Based Research in Industry 4.0

no code implementations7 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.

Management

Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs

no code implementations8 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.

Argument Mining

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