13 citations · 35 across the 8 of their papers we have counts for
8 papers
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study
Joscha Grüger, Tobias Geyer, Martin Kuhn +2
Conformance checking is a process mining technique that allows verifying the conformance of process instances to a given model. Thus, this technique is predestined to be used in th…
An IoT-Enriched Event Log for Process Mining in Smart Factories
Lukas Malburg, Joscha Grüger, Ralph Bergmann
Modern technologies such as the Internet of Things (IoT) are becoming increasingly important in various domains, including Business Process Management (BPM) research. One main rese…
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data
Joscha Grüger, Lukas Malburg, Juergen Mangler +4
Process management and process orchestration/execution are currently hot topics; prevalent trends such as automation and Industry 4.0 require solutions which allow domain-experts t…
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning
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. The trend within ma…
Using Semantic Web Services for AI-Based Research in Industry 4.0
Lukas Malburg, Patrick Klein, Ralph Bergmann
The transition to Industry 4.0 requires smart manufacturing systems that are easily configurable and provide a high level of flexibility during manufacturing in order to achieve ma…
Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs
Mirko Lenz, Premtim Sahitaj, Sean Kallenberg +4
This paper targets the automated extraction of components of argumentative information and their relations from natural language text. Moreover, we address a current lack of system…
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model
Stefan Ollinger, Lorik Dumani, Premtim Sahitaj +2
Research on computational argumentation is currently being intensively investigated. The goal of this community is to find the best pro and con arguments for a user given topic eit…
Building and Refining Abstract Planning Cases by Change of Representation Language
R. Bergmann, W. Wilke
ion is one of the most promising approaches to improve the performance of problem solvers. In several domains abstraction by dropping sentences of a domain description -- as used i…