Michael Guckert

49 papers A 2B 2C 8Misc 9Journal 14Unranked 14
YearRankTypeTitle / Venue / Authors
2025 A conf
Model-Driven Schema Transformation for Graph Databases.
ER
Dominique Hausler, Torben Eckwert, Meike Klettke, Michael Guckert, Gabriele Taentzer
2025 J jnl
What's It Like to Trust an LLM: The Devolution of Trust Psychology?
IEEE Technol. Soc. Mag.
Simon T. Powers, Neil Urquhart, Chloe M. Barnes, Theodor Cimpeanu, Anikó Ekárt, The Anh Han, Jeremy Pitt, Michael Guckert
2024 J jnl
Introducing the Editorial Board - Part I.
IEEE Technol. Soc. Mag.
Ketra A. Schmitt, Heather A. Love, Michael Guckert, Elisabeth Gilmore, Royce A. Francis, Neha Chugh, Antonio Bucchiarone
2024 — conf
Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation.
AIME (2)
Nils Gumpfer, Borislav Dinov, Samuel Sossalla, Michael Guckert, Jennifer Hannig
2023 — conf
A Hybrid AI-Based Method for ICD Classification of Medical Documents.
ICIMTH
Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor
2023 C conf
Extending AGADE Traffic To Simulate Auctions In Shared Mobility Services.
ECMS
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Dominic Eckerle, Thomas Farrenkopf, Michael Guckert
2023 J jnl
SIGNed explanations: Unveiling relevant features by reducing bias.
Inf. Fusion
Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig
2023 J jnl
The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI.
IEEE Technol. Soc. Mag.
Simon T. Powers, Olena Linnyk, Michael Guckert, Jennifer Hannig, Jeremy Pitt, Neil Urquhart, Anikó Ekárt, Nils Gumpfer, The Anh Han, Peter R. Lewis, Stephen Marsh, Tim Weber
2022 C conf
An Ontology-based transfer learning method improving classification of medical documents.
ICMLA
Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor
2022 J jnl
An empirical evaluation of a novel domain-specific language - modelling vehicle routing problems with Athos.
Empir. Softw. Eng.
Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert
2022 — conf
EvolveDB: a tool for model driven schema evolution.
MoDELS (Companion)
Torben Eckwert, Michael Guckert, Gabriele Taentzer
2022 J jnl
Modelling the Impact of Individual Preferences on Traffic Policies.
SN Comput. Sci.
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2022 B conf
Multi-Agent Modelling Notation (MAMN): A Multi-layered Graphical Modelling Notation for Agent-Based Simulations.
PRIMA
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2022 J jnl
The Disruption of Trust in the Digital Transformation Leading to Health 4.0.
Frontiers Digit. Health
Michael Guckert, Kristina Milanovic, Jennifer Hannig, David Simon, Tamara Wettengl, Daniel Evers, Arnd Kleyer, Till Keller, Jeremy Pitt
2021 J jnl
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems.
CoRR
Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart
2021 — conf
A Data Pipeline for Extraction and Processing of Electrocardiogram Recordings.
CinC
Joshua Prim, Tim Uhlemann, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert
2021 J jnl
A conceptual framework for establishing trust in real world intelligent systems.
Cogn. Syst. Res.
Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart
2021 — conf
An Ensemble Learning Approach to Detect Cardiac Abnormalities in ECG Data Irrespective of Lead Availability.
CinC
Tim Uhlemann, Joshua Prim, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert
2021 B conf
An Experiment Environment for Definition, Training and Evaluation of Electrocardiogram-Based AI Models.
AIME
Nils Gumpfer, Joshua Prim, Dimitri Grün, Jennifer Hannig, Till Keller, Michael Guckert
2021 J jnl
An Overview of Agent-based Traffic Simulators.
CoRR
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2021 Misc conf
Modelling Individual Preferences to Study and Predict Effects of Traffic Policies.
PAAMS
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2021 — conf
Optimisation algorithms for parallel machine scheduling problems with setup times.
GECCO Companion
Fabian Kittel, Jannik Enenkel, Michael Guckert, Jana Holznigenkemper, Neil Urquhart
2021 — conf
Term Extraction from Medical Documents Using Word Embeddings.
CIST
Matthias Bay, Daniel Bruneß, Miriam Herold, Christian Schulze, Michael Guckert, Mirjam Minor
2021 Misc conf
Using AGADE Traffic to Analyse Purpose-Driven Travel Behaviour.
PAAMS
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2021 C conf
Using Semantic Technology To Model Persona For Adaptable Agents.
ECMS
Johannes Nguyen, Thomas Farrenkopf, Michael Guckert, Simon T. Powers, Neil Urquhart
2020 Misc conf
AGADE Traffic 2.0 - A Knowledge-Based Approach for Multi-agent Traffic Simulations.
PAAMS
Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert
2020 — conf
Athos: An Extensible DSL for Model Driven Traffic and Transport Simulation.
Modellierung
Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert
2020 J jnl
Identifying Heart Failure in ECG Data With Artificial Intelligence - A Meta-Analysis.
Frontiers Digit. Health
Dimitri Grün, Felix Rudolph, Nils Gumpfer, Jennifer Hannig, Laura K. Elsner, Beatrice von Jeinsen, Christian W. Hamm, Andreas Rieth, Michael Guckert, Till Keller
2020 — conf
Optimizing the Energy Consumption of Neural Networks.
SSCI
Jan Linus Steuler, Markus Beck, Benjamin N. Passow, Michael Guckert
2019 — conf
Athos - A Model Driven Approach to Describe and Solve Optimisation Problems: An Application to the Vehicle Routing Problem with Time Windows.
RWDSL@CGO
Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Michael Guckert
2019 — conf
Increasing trust in meta-heuristics by using MAP-elites.
GECCO (Companion)
Neil Urquhart, Michael Guckert, Simon T. Powers
2019 C conf
Simulating Dynamic Vehicle Routing Problems With Athos.
ECMS
Benjamin Hoffmann, Michael Guckert, Kevin Chalmers, Neil Urquhart
2018 C conf
A Domain-Specific Language For Routing Problems.
ECMS
Benjamin Hoffmann, Michael Guckert, Thomas Farrenkopf, Kevin Chalmers, Neil Urquhart
2018 Misc conf
ATHOS - A Domain-Specific Language for Multi-agent Simulations.
PAAMS
Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2018 C conf
Aided OWL Notation (AOWLN): Conceptual Modelling and Visualisation of Advanced SWRL Rules.
KEOD
Johannes Nguyen, Jannik Geyer, Thomas Farrenkopf, Michael Guckert
2018 J jnl
Model-driven development of mobile applications for Android and iOS supporting role-based app variability.
Softw. Syst. Model.
Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert
2018 — conf
Real-Time Session-Based Recommendations Using LSTM with Neural Embeddings.
ICANN (2)
David Lenz, Christian Schulze, Michael Guckert
2018 C conf
Single Rule Evaluation (SRE): Computational Algorithmic Debugging for Complex SWRL Rules.
KEOD
Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert
2018 Misc conf
Towards Reducing Complexity of Multi-agent Simulations by Applying Model-Driven Techniques.
PAAMS
Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
2018 J jnl
Trusting Intelligent Machines: Deepening Trust Within Socio-Technical Systems.
IEEE Technol. Soc. Mag.
Peter Andras, Lukas Esterle, Michael Guckert, The Anh Han, Peter R. Lewis, Kristina Milanovic, Terry R. Payne, Cedric Perret, Jeremy Pitt, Simon T. Powers, Neil Urquhart, Simon Wells
2017 Misc conf
AGADE-TRAFFIC - Multi-agent Simulations in Geographical Networks.
PAAMS
Serge Rotärmel, Michael Guckert, Thomas Farrenkopf, Neil Urquhart
2016 Misc conf
Demo Paper: AGADE - Scalability of Ontology Based Agent Simulations.
PAAMS
Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells
2016 C conf
Model-driven development of platform-independent mobile applications supporting role-based app variability.
Software Engineering
Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert
2016 J jnl
Ontology Based Business Simulations.
J. Artif. Soc. Soc. Simul.
Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells
2015 Misc conf
AGADE Using Personal Preferences and World Knowledge to Model Agent Behaviour.
PAAMS
Thomas Farrenkopf, Michael Guckert, Neil Urquhart
2015 Misc conf
Demo Paper: AGADE - Using Communities of Agents to Provide Realistic Feedback in Business Simulations.
PAAMS
Thomas Farrenkopf, Michael Guckert, Neil Urquhart
2014 — conf
AGADE - How Individual Guidance Leads to Group Behaviour and How This Can Be Simulated.
MATES
Thomas Farrenkopf, Michael Guckert, Benjamin Hoffmann, Neil Urquhart
2014 A conf
Model-Driven Development of Mobile Applications Allowing Role-Driven Variants.
MoDELS
Steffen Vaupel, Gabriele Taentzer, Jan Peer Harries, Raphael Stroh, René Gerlach, Michael Guckert
2008 — conf
Relational Model Driven Application Design.
SIGSAND-EUROPE
Michael Guckert, René Gerlach