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2020 – today

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2024
[j11]
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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): 9-12 (2024)
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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: 350-361
2023
[j10]
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Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig:
SIGNed explanations: Unveiling relevant features by reducing bias. Inf. Fusion 99: 101883 (2023)
[j9]
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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): 95-106 (2023)
[c33]
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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: 201-207
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Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor:
A Hybrid AI-Based Method for ICD Classification of Medical Documents. ICIMTH 2023: 1-4
2022
[j8]
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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): 180 (2022)
[j7]
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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: 815573 (2022)
[j6]
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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): 365 (2022)
[c31]
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Daniel Bruneß, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor:
An Ontology-based transfer learning method improving classification of medical documents. ICMLA 2022: 407-412
[c30]
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  - conf/models/EckwertGT22
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Torben Eckwert, Michael Guckert, Gabriele Taentzer:
EvolveDB: a tool for model driven schema evolution. MoDELS (Companion) 2022: 61-65
[c29]
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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: 640-649
2021
[j5]
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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: 143-155 (2021)
[c28]
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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: 384-388
[c27]
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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: 1-4
[c26]
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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: 1-4
[c25]
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Matthias Bay, Daniel Bruneß, Miriam Herold, Christian Schulze, Michael Guckert, Mirjam Minor:
Term Extraction from Medical Documents Using Word Embeddings. CIST 2021: 328-333
[c24]
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  - conf/ecms/NguyenFGPU21
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Johannes Nguyen, Thomas Farrenkopf, Michael Guckert, Simon T. Powers, Neil Urquhart:
Using Semantic Technology To Model Persona For Adaptable Agents. ECMS 2021: 172-178
[c23]
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  - conf/gecco/KittelEGHU21
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Fabian Kittel, Jannik Enenkel, Michael Guckert, Jana Holznigenkemper, Neil Urquhart:
Optimisation algorithms for parallel machine scheduling problems with setup times. GECCO Companion 2021: 131-132
[c22]
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Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert:
Modelling Individual Preferences to Study and Predict Effects of Traffic Policies. PAAMS 2021: 163-175
[c21]
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Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert:
Using AGADE Traffic to Analyse Purpose-Driven Travel Behaviour. PAAMS 2021: 363-366
[i2]
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Johannes Nguyen, Simon T. Powers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert:
An Overview of Agent-based Traffic Simulators. CoRR abs/2102.07505 (2021)
[i1]
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Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart:
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems. CoRR abs/2104.05432 (2021)
2020
[j4]
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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: 584555 (2020)
[c20]
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Benjamin Hoffmann, Neil Urquhart, Kevin Chalmers, Michael Guckert:
Athos: An Extensible DSL for Model Driven Traffic and Transport Simulation. Modellierung 2020: 141-156
[c19]
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Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert:
AGADE Traffic 2.0 - A Knowledge-Based Approach for Multi-agent Traffic Simulations. PAAMS 2020: 417-420
[c18]
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  - conf/ssci/SteulerBPG20
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Jan Linus Steuler, Markus Beck, Benjamin N. Passow, Michael Guckert:
Optimizing the Energy Consumption of Neural Networks. SSCI 2020: 2312-2319

2010 – 2019

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2019
[c17]
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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: 3:1-3:10
[c16]
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Benjamin Hoffmann, Michael Guckert, Kevin Chalmers, Neil Urquhart:
Simulating Dynamic Vehicle Routing Problems With Athos. ECMS 2019: 296-302
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Neil Urquhart, Michael Guckert, Simon T. Powers:
Increasing trust in meta-heuristics by using MAP-elites. GECCO (Companion) 2019: 1345-1348
2018
[j3]
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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): 35-63 (2018)
[j2]
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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): 76-83 (2018)
[c14]
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Benjamin Hoffmann, Michael Guckert, Thomas Farrenkopf, Kevin Chalmers, Neil Urquhart:
A Domain-Specific Language For Routing Problems. ECMS 2018: 262-268
[c13]
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Johannes Nguyen, Jannik Geyer, Thomas Farrenkopf, Michael Guckert:
Aided OWL Notation (AOWLN): Conceptual Modelling and Visualisation of Advanced SWRL Rules. KEOD 2018: 173-180
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Jannik Geyer, Johannes Nguyen, Thomas Farrenkopf, Michael Guckert:
Single Rule Evaluation (SRE): Computational Algorithmic Debugging for Complex SWRL Rules. KEOD 2018: 189-196
[c11]
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David Lenz, Christian Schulze, Michael Guckert:
Real-Time Session-Based Recommendations Using LSTM with Neural Embeddings. ICANN (2) 2018: 337-348
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Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert:
Towards Reducing Complexity of Multi-agent Simulations by Applying Model-Driven Techniques. PAAMS 2018: 187-199
[c9]
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Benjamin Hoffmann, Kevin Chalmers, Neil Urquhart, Thomas Farrenkopf, Michael Guckert:
ATHOS - A Domain-Specific Language for Multi-agent Simulations. PAAMS 2018: 322-325
2017
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Serge Rotärmel, Michael Guckert, Thomas Farrenkopf, Neil Urquhart:
AGADE-TRAFFIC - Multi-agent Simulations in Geographical Networks. PAAMS 2017: 355-358
2016
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Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells:
Ontology Based Business Simulations. J. Artif. Soc. Soc. Simul. 19(4) (2016)
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Thomas Farrenkopf, Michael Guckert, Neil Urquhart, Simon Wells:
Demo Paper: AGADE - Scalability of Ontology Based Agent Simulations. PAAMS 2016: 256-259
[c6]
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Steffen Vaupel, Gabriele Taentzer, René Gerlach, Michael Guckert:
Model-driven development of platform-independent mobile applications supporting role-based app variability. Software Engineering 2016: 99-100
2015
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Thomas Farrenkopf, Michael Guckert, Neil Urquhart:
AGADE Using Personal Preferences and World Knowledge to Model Agent Behaviour. PAAMS 2015: 93-106
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Thomas Farrenkopf, Michael Guckert, Neil Urquhart:
Demo Paper: AGADE - Using Communities of Agents to Provide Realistic Feedback in Business Simulations. PAAMS 2015: 271-274
2014
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Thomas Farrenkopf, Michael Guckert, Benjamin Hoffmann, Neil Urquhart:
AGADE - How Individual Guidance Leads to Group Behaviour and How This Can Be Simulated. MATES 2014: 234-250
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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: 1-17

2000 – 2009

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2008
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Michael Guckert, René Gerlach:
Relational Model Driven Application Design. SIGSAND-EUROPE 2008: 71-73

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