Michael Guckert

According to our database, Michael Guckert authored at least 46 papers between 2008 and 2024.

Collaborative distances:

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

2024

Introducing the Editorial Board - Part I.

Ketra A. Schmitt, Heather A. Love, Michael Guckert, Elisabeth Gilmore, Royce A. Francis, Neha Chugh, Antonio Bucchiarone

IEEE Technol. Soc. Mag., March, 2024

Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation.

Nils Gumpfer, Borislav Dinov, Samuel Sossalla, Michael Guckert, Jennifer Hannig

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI.

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

IEEE Technol. Soc. Mag., December, 2023

SIGNed explanations: Unveiling relevant features by reducing bias.

Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig

Inf. Fusion, November, 2023

A Hybrid AI-Based Method for ICD Classification of Medical Documents.

Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Extending AGADE Traffic To Simulate Auctions In Shared Mobility Services.

Johannes Nguyen, Simon T. Powers, Neil Urquhart, Dominic Eckerle, Thomas Farrenkopf, Michael Guckert

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022

Modelling the Impact of Individual Preferences on Traffic Policies.

Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

SN Comput. Sci., 2022

The Disruption of Trust in the Digital Transformation Leading to Health 4.0.

Michael Guckert, Kristina Milanovic, Jennifer Hannig, David Simon, Tamara Wettengl, Daniel Evers, Arnd Kleyer, Till Keller, Jeremy Pitt

Frontiers Digit. Health, 2022

An empirical evaluation of a novel domain-specific language - modelling vehicle routing problems with Athos.

Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert

Empir. Softw. Eng., 2022

Multi-Agent Modelling Notation (MAMN): A Multi-layered Graphical Modelling Notation for Agent-Based Simulations.

Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

Proceedings of the PRIMA 2022: Principles and Practice of Multi-Agent Systems, 2022

EvolveDB: a tool for model driven schema evolution.

Torben Eckwert, Michael Guckert, Gabriele Taentzer

Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022

An Ontology-based transfer learning method improving classification of medical documents.

Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

An Overview of Agent-based Traffic Simulators.

Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

CoRR, 2021

A conceptual framework for establishing trust in real world intelligent systems.

Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart

Cogn. Syst. Res., 2021

Using AGADE Traffic to Analyse Purpose-Driven Travel Behaviour.

Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Modelling Individual Preferences to Study and Predict Effects of Traffic Policies.

Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Optimisation algorithms for parallel machine scheduling problems with setup times.

Fabian Kittel, Jannik Enenkel, Michael Guckert, Jana Holznigenkemper, Neil Urquhart

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Using Semantic Technology To Model Persona For Adaptable Agents.

Johannes Nguyen, Thomas Farrenkopf, Michael Guckert, Simon T. Powers, Neil Urquhart

Proceedings of the 35th International ECMS International Conference on Modelling and Simulation, 2021

Term Extraction from Medical Documents Using Word Embeddings.

Matthias Bay, Daniel Bruneß, Miriam Herold, Christian Schulze, Michael Guckert, Mirjam Minor

Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

An Ensemble Learning Approach to Detect Cardiac Abnormalities in ECG Data Irrespective of Lead Availability.

Tim Uhlemann, Joshua Prim, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

A Data Pipeline for Extraction and Processing of Electrocardiogram Recordings.

Joshua Prim, Tim Uhlemann, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

An Experiment Environment for Definition, Training and Evaluation of Electrocardiogram-Based AI Models.

Nils Gumpfer, Joshua Prim, Dimitri Grün, Jennifer Hannig, Till Keller, Michael Guckert

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Identifying Heart Failure in ECG Data With Artificial Intelligence - A Meta-Analysis.

Dimitri Grün, Felix Rudolph, Nils Gumpfer, Jennifer Hannig, Laura K. Elsner, Beatrice von Jeinsen, Christian W. Hamm, Andreas Rieth, Michael Guckert, Till Keller

Frontiers Digit. Health, 2020

Optimizing the Energy Consumption of Neural Networks.

Jan Linus Steuler, Markus Beck, Benjamin N. Passow, Michael Guckert

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

AGADE Traffic 2.0 - A Knowledge-Based Approach for Multi-agent Traffic Simulations.

Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020

Athos: An Extensible DSL for Model Driven Traffic and Transport Simulation.

Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert

Proceedings of the Modellierung 2020, 19.-21. Februar 2020, Wien, Österreich., 2020

2019

Increasing trust in meta-heuristics by using MAP-elites.

Neil Urquhart, Michael Guckert, Simon T. Powers

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Simulating Dynamic Vehicle Routing Problems With Athos.

Benjamin Hoffmann, Michael Guckert, Kevin Chalmers, Neil Urquhart

Proceedings of the 33rd International ECMS Conference on Modelling and Simulation, 2019

Athos - A Model Driven Approach to Describe and Solve Optimisation Problems: An Application to the Vehicle Routing Problem with Time Windows.

Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Michael Guckert

Proceedings of the 4th ACM International Workshop on Real World Domain Specific Languages, 2019

2018

Trusting Intelligent Machines: Deepening Trust Within Socio-Technical Systems.

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

IEEE Technol. Soc. Mag., 2018

Model-driven development of mobile applications for Android and iOS supporting role-based app variability.

Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert

Softw. Syst. Model., 2018

ATHOS - A Domain-Specific Language for Multi-agent Simulations.

Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Towards Reducing Complexity of Multi-agent Simulations by Applying Model-Driven Techniques.

Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Real-Time Session-Based Recommendations Using LSTM with Neural Embeddings.

David Lenz, Christian Schulze, Michael Guckert

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Aided OWL Notation (AOWLN): Conceptual Modelling and Visualisation of Advanced SWRL Rules.

Johannes Nguyen, Jannik Geyer, Thomas Farrenkopf, Michael Guckert

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

Single Rule Evaluation (SRE): Computational Algorithmic Debugging for Complex SWRL Rules.

Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

A Domain-Specific Language For Routing Problems.

Benjamin Hoffmann, Michael Guckert, Thomas Farrenkopf, Kevin Chalmers, Neil Urquhart

Proceedings of the European Conference on Modelling and Simulation, 2018

2017

AGADE-TRAFFIC - Multi-agent Simulations in Geographical Networks.

Serge Rotärmel, Michael Guckert, Thomas Farrenkopf, Neil Urquhart

Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017

2016

Ontology Based Business Simulations.

Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells

J. Artif. Soc. Soc. Simul., 2016

Model-driven development of platform-independent mobile applications supporting role-based app variability.

Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert

Proceedings of the Software Engineering 2016, 2016

Demo Paper: AGADE - Scalability of Ontology Based Agent Simulations.

Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells

Proceedings of the Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection, 2016

2015

Demo Paper: AGADE - Using Communities of Agents to Provide Realistic Feedback in Business Simulations.

Thomas Farrenkopf, Michael Guckert, Neil Urquhart

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection, 2015

AGADE Using Personal Preferences and World Knowledge to Model Agent Behaviour.

Thomas Farrenkopf, Michael Guckert, Neil Urquhart

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection, 2015

2014

Model-Driven Development of Mobile Applications Allowing Role-Driven Variants.

Steffen Vaupel, Gabriele Taentzer, Jan Peer Harries, Raphael Stroh, René Gerlach, Michael Guckert

Proceedings of the Model-Driven Engineering Languages and Systems, 2014

AGADE - How Individual Guidance Leads to Group Behaviour and How This Can Be Simulated.

Thomas Farrenkopf, Michael Guckert, Benjamin Hoffmann, Neil Urquhart

Proceedings of the Multiagent System Technologies - 12th German Conference, 2014

2008

Relational Model Driven Application Design.

Michael Guckert, René Gerlach

Proceedings of the SIGSAND-EUROPE 2008: Proceedings of the Third AIS SIGSAND European Symposium on Analysis, Design, Use and Societal Impact of Information Systems, June 12, 2008