Marina Tropmann-Frick

According to our database, Marina Tropmann-Frick authored at least 45 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Integration of FAERS, DrugBank and SIDER Data for Machine Learning-based Detection of Adverse Drug Reactions.

Tobias Schreier, Marina Tropmann-Frick, Ruwen Böhm

Datenbank-Spektrum, November, 2024

Imputation Strategies in Time Series Based on Language Models.

Michel Jacobsen, Marina Tropmann-Frick

Datenbank-Spektrum, November, 2024

Balancing public interest, fundamental rights, and innovation: The EU's governance model for non-high-risk AI systems.

Michael Gille, Marina Tropmann-Frick, Thorben Schomacker

Internet Policy Rev., 2024

Responsible Artificial Intelligence: A Structured Literature Review.

Sabrina Göllner, Marina Tropmann-Frick, Bostjan Brumen

CoRR, 2024

Automatisierte prädiktive Analytik in der Gepäckabfertigung.

Finn Dohrn, Marina Tropmann-Frick

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

2023

Enhancing Data Acquisition and Fault Analysis for Large-Scale Facilities: A Case Study on the Laser-Based Synchronization System at the European X-Ray Free-Electron Laser.

Arne Grünhagen, Maximilian Schütte, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey

Proceedings of the Lernen, 2023

Data and Approaches for German Text simplification - towards an Accessibility-enhanced Communication.

Thorben Schomacker, Michael Gille, Marina Tropmann-Frick, Jörg von der Hülls

Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

Exploring Automatic Text Simplification of German Narrative Documents.

Thorben Schomacker, Tillmann Dönicke, Marina Tropmann-Frick

Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

Der Einsatz von Neural Language Models für eine barrierefreie Verwaltungskommunikation: Anforderungen an die automatisierte Vereinfachung rechtlicher Informationstexte.

Michael Gille, Thorben Schomacker, Jörg von der Hülls, Marina Tropmann-Frick

Proceedings of the 6. Fachtagung Rechts- und Verwaltungsinformatik, 2023

Data-Based Condition Monitoring and Disturbance Classification in Actively Controlled Laser Oscillators.

Arne Grünhagen, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey

Proceedings of the Information Modelling and Knowledge Bases XXXV, 2023

Towards a Definition of a Responsible Artificial Intelligence.

Sabrina Göllner, Marina Tropmann-Frick, Bostjan Brumen

Proceedings of the Information Modelling and Knowledge Bases XXXV, 2023

Bridging the Gap between Theory and Practice: Towards Responsible AI Evaluation.

Sabrina Göllner, Marina Tropmann-Frick

Proceedings of the Workshop on Humanities-Centred Artificial Intelligence co-located with 46th German Conference on Artificial Intelligence, September 26, 2023

Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey.

Arne Grünhagen, Marina Tropmann-Frick, Annika Eichler, Görschwin Fey

Proceedings of the Datenbanksysteme für Business, 2023

VERIFAI - A Step Towards Evaluating the Responsibility of AI-Systems.

Sabrina Göllner, Marina Tropmann-Frick

Proceedings of the Datenbanksysteme für Business, 2023

Self-regulated and Participatory Automatic Text Simplification.

Thorben Schomacker, Michael Gille, Marina Tropmann-Frick, Jörg von der Hülls

Proceedings of the Applied Machine Learning and Data Analytics, 2023

2022

XAI in the Audit Domain - Explaining an Autoencoder Model for Anomaly Detection.

Nico Gnoss, Martin Schultz, Marina Tropmann-Frick

Proceedings of the WI for Grand Challenges, 2022

Aspects and Views on Responsible Artificial Intelligence.

Bostjan Brumen, Sabrina Göllner, Marina Tropmann-Frick

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Scalp the Foreign Exchange Market with Deep Reinforcement Learning.

Marina Tropmann-Frick, Phuc Tran

Proceedings of the Information Modelling and Knowledge Bases XXXIV, 2022

2021

Language Representation Models: An Overview.

Thorben Schomacker, Marina Tropmann-Frick

Entropy, 2021

Editorial.

Ralf Schenkel, Stefanie Scherzinger, Marina Tropmann-Frick, Theo Härder

Datenbank-Spektrum, 2021

"Data Engineering" in der Hochschullehre.

Ralf Schenkel, Stefanie Scherzinger, Marina Tropmann-Frick

Datenbank-Spektrum, 2021

Feature Engineering Techniques and Spatio-Temporal Data Processing.

Chris-Marian Forke, Marina Tropmann-Frick

Datenbank-Spektrum, 2021

Towards Drug Repurposing for COVID-19 Treatment Using Literature-Based Discovery.

Marina Tropmann-Frick, Tobias Schreier

Proceedings of the Information Modelling and Knowledge Bases XXXIII- Proceedings of the 31st International Conference on Information Modelling and Knowledge Bases, 2021

Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining.

Arne Grünhagen, Julien Branlard, Annika Eichler, Gianluca Martino, Görschwin Fey, Marina Tropmann-Frick

Proceedings of the 30th IEEE Asian Test Symposium, 2021

2020

Towards Enhancing of Situational Awareness for Cognitive Software Agents.

Marina Tropmann-Frick, Thomas Clemen

Proceedings of the Companion Proceedings of Modellierung 2020 Short, 2020

Preface of the First Workshop Models in AI.

Ulrich Reimer, Dominik Bork, Peter Fettke, Marina Tropmann-Frick

Proceedings of the Companion Proceedings of Modellierung 2020 Short, 2020

Autoencoder Neural Networks versus External Auditors: Detecting Unusual Journal Entries in Financial Statement Audits.

Martin Schultz, Marina Tropmann-Frick

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Recognizing Human-Object Interaction in Multi-Camera Environments.

Marina Tropmann-Frick, Thien Phuc Tran

Proceedings of the Information Modelling and Knowledge Bases XXXII, 2020

2019

A Survey On Secure Container Isolation Approaches for Multi-Tenant Container Workloads and Serverless Computing.

Christian Bargmann, Marina Tropmann-Frick

Proceedings of the Eighth Workshop on Software Quality Analysis, 2019

Towards Visual Data Science - An Exploration.

Marina Tropmann-Frick, Jakob Smedegaard Andersen

Proceedings of the Human Interaction and Emerging Technologies, 2019

2018

Scope and Challenges of Language Modelling - An Interrogative Survey on Context and Embeddings.

Matthias Nitsche, Marina Tropmann-Frick

Proceedings of the Data Analytics and Management in Data Intensive Domains, 2018

Context and Embeddings in Language Modelling - an Exploration.

Matthias Nitsche, Marina Tropmann-Frick

Proceedings of the Selected Papers of the XX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2018), 2018

Privacy Issues for Cloud Systems.

Christopher Horn, Marina Tropmann-Frick

Proceedings of the Database and Expert Systems Applications, 2018

Internet of Things: Trends, Challenges and Opportunities.

Marina Tropmann-Frick

Proceedings of the New Trends in Databases and Information Systems, 2018

2016

Genericity in process-aware information systems.

Marina Tropmann-Frick

PhD thesis, 2016

Evaluation and Capability of Models.

Bernhard Thalheim, Marina Tropmann-Frick

Proceedings of the Computational Models of Rationality, 2016

Model Capsules for Research and Engineering Networks.

Bernhard Thalheim, Marina Tropmann-Frick

Proceedings of the New Trends in Databases and Information Systems, 2016

2015

Enhancing Entity-Relationship Schemata for Conceptual Database Structure Models.

Bernhard Thalheim, Marina Tropmann-Frick

Proceedings of the Conceptual Modeling - 34th International Conference, 2015

Socio-technical System Design for Generic Workflows.

Marina Tropmann-Frick, Bernhard Thalheim

Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

2014

Generic Workflows - A Utility to Govern Disastrous Situations.

Marina Tropmann-Frick, Bernhard Thalheim, Diethard Leber, Clemens Liehr, Gerald Czech

Proceedings of the Information Modelling and Knowledge Bases XXVI, 2014

Generic Approach for Dynamic Disaster Management System Component.

Marina Tropmann-Frick, Thomas Ziebermayr

Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014

2013

Application of Generic Workflows for Disaster Management.

Bernhard Thalheim, Marina Tropmann-Frick, Thomas Ziebermayr

Proceedings of the Information Modelling and Knowledge Bases XXV, 2013

Mini Story Composition for Generic Workflows in Support of Disaster Management.

Bernhard Thalheim, Marina Tropmann-Frick

Proceedings of the 24th International Workshop on Database and Expert Systems Applications, 2013

2010

Performance Forecasting for Performance Critical Huge Databases.

Bernhard Thalheim, Marina Tropmann

Proceedings of the Information Modelling and Knowledge Bases XXII, 20th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2010), Jyväskylä, Finland, 31 May, 2010

2009

Performance Forecasting.

Marina Tropmann, Bernhard Thalheim, Ralf Korff

Proceedings of the 21. GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), 2009