Prof. Dr.-Ing. Christian Herzog, né Hoffmann

@article{He22,
author = {Herzog, Christian},
doi = {10.1007/s11948-021-00283-z},
issn = {1353-3452},
journal = {Science and Engineering Ethics},
month = {feb},
number = {1},
pages = {3},
title = {Three Risks That Caution Against a Premature Implementation of Artificial Moral Agents for Practical and Economical Use},
url = {http://link.springer.com/10.1007/s11948-021-00283-z},
volume = {27},
year = {2022},
keyword = {ResearchTopicEthics},
keywords = {ResearchTopicEthics}
}

@article{PePoMoZiBrNoHePeLeRoHe22,
	title = {Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions},
	copyright = {All rights reserved},
	shorttitle = {Responsible and Regulatory Conform Machine Learning for Medicine},
	journal = {IEEE Access},
	author = {Petersen, Eike and Potdevin, Yannik and Mohammadi, Esfandiar and Zidowitz, Stephan and Breyer, Sabrina and Nowotka, Dirk and Henn, Sandra and Pechmann, Ludwig and Leucker, Martin and Rostalski, Philipp and Herzog, Christian},
	year = {2022},
	note = {arXiv: 2107.09546},
	doi = {https://doi.org/10.1109/ACCESS.2022.3178382},
	issn = {2169-3536},
	keywords = {Computer Science - Machine Learning, Computer Science - Computers and Society, I.2.6, I.5, J.3}
}

@incollection{BrHe22,
	title =  {Integrating Ethical Considerations Into Innovation Design},
	copyright = {All rights reserved},
	booktitle = {Innovation Design for the Future of Health – Entrepreneurial Strategies and Development Concepts towards Patient Empowerement and Health Democratisation},
	publisher = {Springer},
	author = {Breyer, Sabrina and Herzog, Christian},
	year = {2022}
}

@incollection{MaHePaBo22,
	title = {Three European experiences of co-creating ethical solutions to real-world problems through Challenge Based Learning},
	copyright = {All rights reserved},
	booktitle = {Emerald Handbook on Challenge-Based Learning},
publisher = {Emerald Publishing Limited}
	author = {Martin, Diana and Herzog, Christian and Papageorgiou, Kyriaki and Bombaerts, Gunter},
	year = {2022}
}

@inproceedings{He22f,
	address = {Hong Kong},
	title = {Autonomous Ferries and Cargo Ships: Discovering Ethical Issues via a Challenge-Based Learning Approach in Higher Education},
	copyright = {All rights reserved},
	booktitle = {IEEE International Symposium on Technology and Society},
	author = {Herzog, Christian and Leinweber, Noah-Art and Engelhard, Stefanie and Engelhard, Lars},
	year = {2022}
}

@inproceedings{SoHe22,
	address = {Madrid, Spain},
	title = {Creating a future with algorithmic partners – A preliminary proposal for constitutive features for a ‘cooperative and communicative’ AI},
	copyright = {All rights reserved},
	booktitle = {Politics of Technoscientific Futures},
	publisher = {European Society for the Study of Science and Technology},
	author = {Sonar, Arne and Herzog, Christian},
	year = {2022}
}

@inproceedings{HeZe22,
	address = {Berlin, Germany},
	title = {Digitally Aided Sovereignty – A Suitable Guide for the e-Government Transformation?},
	copyright = {All rights reserved},
	booktitle = {Weizenbaum Conference 2022 - Practicing Sovereignty},
	author = {Herzog, Christian and Zetti, Daniela},
	year = {2022}
}

@inproceedings{HerzogBreyerLeinweberPreissSonarBombaerts2022,
        address = {Barcelona, Spain},
        title = {Everything you Want to Know and Never Dared to ask – A Practical Approach to Employing Challenge-Based Learning in Engineering Ethics},
        copyright = {All rights reserved},
        author = {Herzog, Christian and Breyer, Sabrina and Leinweber, Noah-Art and Preiß, Robin and Sonar, Arne and Bombaerts, Gunter},
        year = {2022}
}

@inproceedings{He22b,
	address = {Hong Kong, Hong Kong},
	title = {Inexplicable AI in Medicine as a Form of Epistemic Oppression},
	copyright = {All rights reserved},
	booktitle = {IEEE International Symposium on Technology and Society},
	author = {Herzog, Christian},
	year = {2022}
}

@inproceedings{He22g,
	address = {Hong Kong},
	title = {Is Algorithmic Personalized Pricing Unjust?},
	copyright = {All rights reserved},
	booktitle = {IEEE International Symposium on Technology and Society},
	author = {Herzog, Christian},
	year = {2022}
}

@inproceedings{WeClHaHePrWeHe22,
	address = {Darmstadt, Germany},
	title = {Prototypes for E-government Websites to support the Digital Sovereignty of Citizens},
	copyright = {All rights reserved},
	booktitle = {Mensch und Computer},
	author = {Wessel, Daniel and Claudy, Sandra and Hanke, Karlson and Herzog, Christian and Preiß, Robin and Wegener, Christiane and Heine, Moreen},
	year = {2022}
}

@inproceedings{HeVoGrRo22,
	address = {Hamburg, Germany},
	title = {Teaching Estimation and Control via Probabilistic Graphical Models – An Intuitive and Problem-Based Approach},
	copyright = {All rights reserved},
	booktitle = {IFAC Symposium on Advances in Control Education 2022},
	publisher = {IFAC},
	author = {Herzog, Christian and Vollmer, Felix and Gruner, Jonas and Rostalski, Philipp},
	year = {2022}
}

@inproceedings{HeDF22,
	address = {Barcelona, Spain},
	title = {Teaching Ethics Through the Back Door? – Employing Ideas From Assemblage Theory to Foster a Responsible Innovation Mindset},
	copyright = {All rights reserved},
	author = {Herzog, Christian and Diebel-Fischer, Hermann},
	year = {2022}
}

@article{He21c,
	title = {On the risk of confusing interpretability with explicability},
	copyright = {All rights reserved},
	issn = {2730-5953, 2730-5961},
	url = {https://link.springer.com/10.1007/s43681-021-00121-9},
	doi = {10.1007/s43681-021-00121-9},
	abstract = {Abstract
            This Comment explores the implications of a lack of tools that facilitate an explicable utilization of epistemologically richer, but also more involved white-box approaches in AI. In contrast, advances in explainable artificial intelligence for black-box approaches have led to the availability of semi-standardized and attractive toolchains that offer a seemingly competitive edge over inherently interpretable white-box models in terms of intelligibility towards users. Consequently, there is a need for research on efficient tools for rendering interpretable white-box approaches in AI explicable to facilitate responsible use.},
	language = {en},
	urldate = {2021-12-17},
	journal = {AI and Ethics},
	author = {Herzog, Christian},
	month = {Dec},
	year = {2021}
}

@misc{Breyer2021,
	title = {Akzeptanzfragen bei KI-basierter Medizintechnik},
	language = {German},
	author = {Breyer, Sabrina and Herzog, Christian},
	month = jun,
	year = {2021},
	booktitle = {KI-Sommercampus der Begleitforschung des KI-Innovationswettbewerb BMWi}
}

@article{He21b,
author = {Herzog, Christian},
doi = {10.1007/s43681-021-00045-4},
issn = {2730-5953},
journal = {AI and Ethics},
month = {March},
title = {On formal ethics versus inclusive moral deliberation},
url = {http://link.springer.com/10.1007/s43681-021-00045-4},
year = {2021},
keyword = {ResearchTopicEthics;KeyPub},
keywords = {ResearchTopicEthics;KeyPub}
}

@article{He21,
author = {Herzog, Christian},
doi = {10.1007/s11948-021-00283-z},
issn = {1353-3452},
journal = {Science and Engineering Ethics},
month = {feb},
number = {1},
pages = {3},
title = {Three Risks That Caution Against a Premature Implementation of Artificial Moral Agents for Practical and Economical Use},
url = {http://link.springer.com/10.1007/s11948-021-00283-z},
volume = {27},
year = {2021},
keyword = {ResearchTopicEthics},
keywords = {ResearchTopicEthics}
}

@article{NaHeGrPfLiRo21,
author = {Nawaz, Ayla and Herzog, Christian and Graßhoff, Jan and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp},
doi = {10.1515/auto-2020-0064},
journal = {at - Automatisierungstechnik},
title = {Probabilistic model-based fault diagnosis for the cavities of the European XFEL},
year = {2021}
}

@inproceedings{Herzog2021d,
	address = {Karlsruhe},
	title = {Challenge-based Learning for Robotics Students by Engaging Start-Ups in Technology Ethics},
	booktitle = {Reflecting Technology in Academic Teaching. Workshop on Teaching Environmental,  Societal,  and Ethical Dimensions of Technological Change},
	author = {Herzog, Christian and Breyer, Sabrina and Sonar, Arne and Bombaerts, Gunter},
	year = {2021}
}

@inproceedings{Herzog2021,
address = {Hamburg, Germany},
author = {Herzog, Christian},
booktitle = {CEPE/IACAP Joint Conference 2021: The Philosophy and Ethics of Artificial Intelligence},
title = {Practical and Moral Challenges for the Project of Formal Ethics},
year = {2021}
}

@inproceedings{He20,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {21st IFAC World Congress},
title = {{Automating Morals – On the Morality of Automation Technology, Ironies of Automation and Responsible Research and Innovation}},
year = {2020}
}

@inproceedings{Gode2020,
	title = {DigS-Gov - Die öffentliche Verwaltung als Förderer digitaler Souveränität},
	url = {https://muc2020.mensch-und-computer.de},
	booktitle = {Mensch und Computer},
	author = {Gode, André and Hedtfeld, Jan and Heine, Moreen and Herzog, Christian and Ivens, Stefan and Radzio, Frank and Wessel, Daniel and Zetti, Daniela},
	year = {2020}
}

@phdthesis{He20z,
author = {Herzog, Christian},
school = {University of Leeds},
title = {{Should Ethics be Formalized? – And if so, What for?}},
 address = {United Kingdom},
 publisher = {Master's Dissertation at the IDEA Centre, University of Leeds},
 school = {University of Leeds},
type = {Master's Dissertation},
year = {2020}
}

@article{HePeRo19,
author = {Herzog, Christian and Petersen, Eike and Rostalski, Philipp},
year = {2019},
journal = {IEEE Contr. Syst. Letters},
volume = {3},
number = {4},
title = {{Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs}},
doi = {https://dx.doi.org/10.1109/LCSYS.2019.2919260}
}

@article{AbMaHeRo19,
author = {Abbas, Hossam Seddik and M{\"{a}}nnel, Georg and Herzog, Christian and Rostalski, Philipp},
year = {2019},
journal = {Automatica},
title = {{Tube-Based Model Predictive Control for Linear Parameter-Varying Systems with Bounded Rate of Parameter Variation}}
}

@inproceedings{He19,
address = {Kiel, Schleswig-Holstein, Germany},
author = {Herzog, Christian},
year = {2019},
booktitle = {KI-Konferenz Schleswig-Holstein},
publisher = {Staatskanzlei Schleswig-Holstein},
title = {"Ethical Innovation Hub" - Vision und Konzept eines transdisziplinären Konvergenzpunkts für Wissenschaft, Wirtschaft und Gesellschaft für KI-Innovationsprozesse}}

@inproceedings{AbKrDaTh19,
author = {Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Thomsen, Ole and Roider, Johann and Herzog, Christian and Brinkmann, Ralf},
year = {2019},
booktitle = {Assoc. Res. Vis. Ophthalmol. Annu. Meet. 2019},
title = {{An Automatic Feedback Temperature Control for Retinal Laser Treatments}}
}

@inproceedings{GoMaBaHuHeFr19,
address = {Berlin, Germany},
year = {2019},
author = {Gomes Ataide, Elmer Jeto and Maartens, Joachim and Bartling, Sönke and Hutmacher, Dietmar W. and Herzog, Christian and Friebe, Michael},
booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {{Ethical Design Considerations for MedTec: The Big Picture and Accompanying Concerns}}
}

@inproceedings{HeFr19,
address = {Berlin, Germany},
year = {2019},
author = {Herzog, Christian and Friebe, Michael},
booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {{Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education}}
}

@inproceedings{FrHe19,
address = {Berlin, Germany},
year = {2019},
author = {Friebe, Michael and Herzog, Christian},
booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {{MedTec Related Exponential Technologies Require Ethical Design Considerations and an Adapted Engineering Education}}
}

@inproceedings{He19b,
address = {Berlin, Germany},
author = {Herzog, Christian},
year = {2019},
booktitle = {2nd Weizenbaum Conference - Challenges of Digital Inequality},
title = {{Technological Opacity of Machine Learning in Healthcare}},
doi = {https://doi.org/10.34669/wi.cp/2.7}
}

@inproceedings{AbKrDaHeBr19,
address = {Munich, Germany},
year = {2019},
author = {Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Herzog, Christian and Brinkmann, Ralf},
booktitle = {European Conferences on Biomedical Optics - Translation of Lasers and Biophotonics Technologies and Procedures: Toward the Clinic},
publisher = {SPIE},
title = {{Toward feedback temperature control for retinal laser treatment}}
}

@misc{He19d,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
year = {2019},
title = {{Ethical and Epistemological Challenges of AI in Medical Systems}}
}

@misc{He19e,
address = {L{\"{u}}beck},
author = {Herzog, Christian},
booktitle = {Vortrag vor der Medizinischen Gesellschaft zu L{\"{u}}beck},
title = {{Responsible Research and Innovation in der KI-Basierten Medizintechnik}},
year = {2019}
}

@article{HeThScSiBr18,
 author = {Herzog, Christian and Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf},
 year = {2018},
 title = {{Temperature-Controlled Laser Therapy of the Retina via Robust Adaptive ℋ∞-Control}},
 journal = {{at - Automatisierungstechnik, Invited Article in Special Issue "AUTOMED 2018"}},
 doi = {10.1515/auto-2018-0066},
 issn = {0178-2312},
 number = {12},
 pages = {1051--1063},
 volume = {66},
 year = {2018}
}

@inproceedings{HeTaRo18,
 author = {Herzog, Christian and Tantau, Till and Rostalski, Philipp},
 title = {Study Program 'Robotics and Autonomous Systems' at the University of L{\"u}beck},
 booktitle = {Proc. 12th Europ. Workshop Microelectr. Educat.},
 year = {2018}
}