Michael Guckert

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 42

Top Topics

Optimisation Algorithm

Routing Problem

Mobile Applications

Conceptual Modelling

Top Venues

IEEE Technol. Soc. Mag.

Publications

Ketra A. Schmitt, Heather A. Love, Michael Guckert, Elisabeth Gilmore, Royce A. Francis, Neha Chugh, Antonio Bucchiarone
Introducing the Editorial Board - Part I. IEEE Technol. Soc. Mag. 43 (1) (2024)
Nils Gumpfer, Borislav Dinov, Samuel Sossalla, Michael Guckert, Jennifer Hannig
Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation. AIME (2) (2024)
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
The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI. IEEE Technol. Soc. Mag. 42 (4) (2023)
Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor
A Hybrid AI-Based Method for ICD Classification of Medical Documents. ICIMTH (2023)
Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig
SIGNed explanations: Unveiling relevant features by reducing bias. Inf. Fusion 99 (2023)
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Dominic Eckerle, Thomas Farrenkopf, Michael Guckert
Extending AGADE Traffic To Simulate Auctions In Shared Mobility Services. ECMS (2023)
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
Modelling the Impact of Individual Preferences on Traffic Policies. SN Comput. Sci. 3 (5) (2022)
Torben Eckwert, Michael Guckert, Gabriele Taentzer
EvolveDB: a tool for model driven schema evolution. MoDELS (Companion) (2022)
Michael Guckert, Kristina Milanovic, Jennifer Hannig, David Simon, Tamara Wettengl, Daniel Evers, Arnd Kleyer, Till Keller, Jeremy Pitt
The Disruption of Trust in the Digital Transformation Leading to Health 4.0. Frontiers Digit. Health 4 (2022)
Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor
An Ontology-based transfer learning method improving classification of medical documents. ICMLA (2022)
Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert
An empirical evaluation of a novel domain-specific language - modelling vehicle routing problems with Athos. Empir. Softw. Eng. 27 (7) (2022)
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
Multi-Agent Modelling Notation (MAMN): A Multi-layered Graphical Modelling Notation for Agent-Based Simulations. PRIMA (2022)
Joshua Prim, Tim Uhlemann, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert
A Data Pipeline for Extraction and Processing of Electrocardiogram Recordings. CinC (2021)
Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart
A conceptual framework for establishing trust in real world intelligent systems. Cogn. Syst. Res. 68 (2021)
Tim Uhlemann, Joshua Prim, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert
An Ensemble Learning Approach to Detect Cardiac Abnormalities in ECG Data Irrespective of Lead Availability. CinC (2021)
Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems. CoRR (2021)
Nils Gumpfer, Joshua Prim, Dimitri Grün, Jennifer Hannig, Till Keller, Michael Guckert
An Experiment Environment for Definition, Training and Evaluation of Electrocardiogram-Based AI Models. AIME (2021)
Johannes Nguyen, Thomas Farrenkopf, Michael Guckert, Simon T. Powers, Neil Urquhart
Using Semantic Technology To Model Persona For Adaptable Agents. ECMS (2021)
Fabian Kittel, Jannik Enenkel, Michael Guckert, Jana Holznigenkemper, Neil Urquhart
Optimisation algorithms for parallel machine scheduling problems with setup times. GECCO Companion (2021)
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
Modelling Individual Preferences to Study and Predict Effects of Traffic Policies. PAAMS (2021)
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
Using AGADE Traffic to Analyse Purpose-Driven Travel Behaviour. PAAMS (2021)
Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
An Overview of Agent-based Traffic Simulators. CoRR (2021)
Matthias Bay, Daniel Bruneß, Miriam Herold, Christian Schulze, Michael Guckert, Mirjam Minor
Term Extraction from Medical Documents Using Word Embeddings. CIST (2021)
Dimitri Grün, Felix Rudolph, Nils Gumpfer, Jennifer Hannig, Laura K. Elsner, Beatrice von Jeinsen, Christian W. Hamm, Andreas Rieth, Michael Guckert, Till Keller
Identifying Heart Failure in ECG Data With Artificial Intelligence - A Meta-Analysis. Frontiers Digit. Health 2 (2020)
Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert
AGADE Traffic 2.0 - A Knowledge-Based Approach for Multi-agent Traffic Simulations. PAAMS (2020)
Jan Linus Steuler, Markus Beck, Benjamin N. Passow, Michael Guckert
Optimizing the Energy Consumption of Neural Networks. SSCI (2020)
Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert
Athos: An Extensible DSL for Model Driven Traffic and Transport Simulation. Modellierung (2020)
Neil Urquhart, Michael Guckert, Simon T. Powers
Increasing trust in meta-heuristics by using MAP-elites. GECCO (Companion) (2019)
Benjamin Hoffmann, Michael Guckert, Kevin Chalmers, Neil Urquhart
Simulating Dynamic Vehicle Routing Problems With Athos. ECMS (2019)
Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Michael Guckert
Athos - A Model Driven Approach to Describe and Solve Optimisation Problems: An Application to the Vehicle Routing Problem with Time Windows. RWDSL@CGO (2019)
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
Trusting Intelligent Machines: Deepening Trust Within Socio-Technical Systems. IEEE Technol. Soc. Mag. 37 (4) (2018)
Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
ATHOS - A Domain-Specific Language for Multi-agent Simulations. PAAMS (2018)
Benjamin Hoffmann, Michael Guckert, Thomas Farrenkopf, Kevin Chalmers, Neil Urquhart
A Domain-Specific Language For Routing Problems. ECMS (2018)
Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert
Towards Reducing Complexity of Multi-agent Simulations by Applying Model-Driven Techniques. PAAMS (2018)
Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert
Model-driven development of mobile applications for Android and iOS supporting role-based app variability. Softw. Syst. Model. 17 (1) (2018)
Johannes Nguyen, Jannik Geyer, Thomas Farrenkopf, Michael Guckert
Aided OWL Notation (AOWLN): Conceptual Modelling and Visualisation of Advanced SWRL Rules. KEOD (2018)
David Lenz, Christian Schulze, Michael Guckert
Real-Time Session-Based Recommendations Using LSTM with Neural Embeddings. ICANN (2) (2018)
Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert
Single Rule Evaluation (SRE): Computational Algorithmic Debugging for Complex SWRL Rules. KEOD (2018)
Serge Rotärmel, Michael Guckert, Thomas Farrenkopf, Neil Urquhart
AGADE-TRAFFIC - Multi-agent Simulations in Geographical Networks. PAAMS (2017)
Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells
Demo Paper: AGADE - Scalability of Ontology Based Agent Simulations. PAAMS (2016)
Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells
Ontology Based Business Simulations. J. Artif. Soc. Soc. Simul. 19 (4) (2016)
Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert
Model-driven development of platform-independent mobile applications supporting role-based app variability. Software Engineering (2016)
Thomas Farrenkopf, Michael Guckert, Neil Urquhart
Demo Paper: AGADE - Using Communities of Agents to Provide Realistic Feedback in Business Simulations. PAAMS (2015)
Thomas Farrenkopf, Michael Guckert, Neil Urquhart
AGADE Using Personal Preferences and World Knowledge to Model Agent Behaviour. PAAMS (2015)
Steffen Vaupel, Gabriele Taentzer, Jan Peer Harries, Raphael Stroh, René Gerlach, Michael Guckert
Model-Driven Development of Mobile Applications Allowing Role-Driven Variants. MoDELS (2014)
Thomas Farrenkopf, Michael Guckert, Benjamin Hoffmann, Neil Urquhart
AGADE - How Individual Guidance Leads to Group Behaviour and How This Can Be Simulated. MATES (2014)
Michael Guckert, René Gerlach
Relational Model Driven Application Design. SIGSAND-EUROPE (2008)