@inproceedings{HerzogZetti2022,
	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{Herzog2022,
	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{HerzogDiebelFischer2022,
	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}
}

@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}
}

@article{Petersen-Herzog2022,
	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}
}

@article{Herzog2022c,
	title = {On the Ethical and Epistemological Utility of Explicable AI in Medicine},
	volume = {35},
	copyright = {All rights reserved},
	issn = {2210-5433, 2210-5441},
	url = {https://link.springer.com/10.1007/s13347-022-00546-y},
	doi = {10.1007/s13347-022-00546-y},
	language = {en},
	number = {50},
	urldate = {2022-05-30},
	journal = {Philosophy & Technology},
	author = {Herzog, Christian},
	month = jun,
	year = {2022},
	pages = {31}
}

@incollection{BreyerHerzog2022,
	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}
}

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

@article{Herzog2021b,
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}
}

@article{Herzog2021e,
	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}
}

@inproceedings{Herzog2021c,
	address = {Hamburg, Germany},
	title = {Practical and Moral Challenges for the Project of Formal Ethics},
	booktitle = {CEPE/IACAP Joint Conference 2021: The Philosophy and Ethics of Artificial Intelligence},
	author = {Herzog, Christian},
	year = {2021}
}

@incollection{Martin2021,
	title = {Three European experiences of co-creating ethical solutions to real-world problems through Challenge-Based Learning},
	booktitle = {Emerald Handbook on Challenge-Based Learning},
	author = {Martin, Diana and Herzog, Christian and Papageorgiou, Kyriaki and Bombaerts, Gunter},
	year = {2021}
}

@article{Herzog2021,
abstract = {In the present article, I will advocate caution against developing artificial moral agents (AMAs) based on the notion that the utilization of preliminary forms of AMAs will potentially negatively feed back on the human social system and on human moral thought itself and its value—e.g., by reinforcing social inequalities, diminishing the breadth of employed ethical arguments and the value of character. While scientific investigations into AMAs pose no direct significant threat, I will argue against their premature utilization for practical and economical use. I will base my arguments on two thought experiments. The first thought experiment deals with the potential to generate a replica of an individual's moral stances with the purpose to increase, what I term, 'moral efficiency'. Hence, as a first risk, an unregulated utilization of premature AMAs in a neoliberal capitalist system is likely to disadvantage those who cannot afford 'moral replicas' and further reinforce social inequalities. The second thought experiment deals with the idea of a 'moral calculator'. As a second risk, I will argue that, even as a device equally accessible to all and aimed at augmenting human moral deliberation, 'moral calculators' as preliminary forms of AMAs are likely to diminish the breadth and depth of concepts employed in moral arguments. Again, I base this claim on the idea that the current most dominant economic system rewards increases in productivity. However, increases in efficiency will mostly stem from relying on the outputs of 'moral calculators' without further scrutiny. Premature AMAs will cover only a limited scope of moral argumentation and, hence, over-reliance on them will narrow human moral thought. In addition and as the third risk, I will argue that an increased disregard of the interior of a moral agent may ensue—a trend that can already be observed in the literature.},
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}
}

@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}
}

@phdthesis{Herzog2020b,
author = {Herzog, Christian},
address = {Master's Thesis at the University of Leeds, Inter-Disciplinary Ethics Applied Centre, United Kingdom},
school = {University of Leeds},
title = {Should Ethics be Formalized? - And if so, What for?},
type = {Master's Thesis},
year = {2020}
}

@article{Oppermann2020,
author = {Oppermann, Birgit},
file = {:Users/christian.herzog/Documents/Mendeley Desktop/Drucklayout{\_}MED{\_}Ethik{\_}Freigabe.pdf:pdf},
journal = {medizin{\&}technik},
mendeley-groups = {Our Publications/Christian Herzog,Our Publications/Press},
month = {sep},
pages = {18-23},
title = {Ethik soll früher in die KI-Entwicklung fließen},
year = {2020}
}

@article{Mutzbauer2020,
author = {Mutzbauer, Julia},
journal = {eGovernment Computing},
month = {September},
title = {Verbundprojekt für Digitale Souveränität - Datenkompetenz der Bürger soll gefördert werden},
url = {https://www.egovernment-computing.de/datenkompetenz-der-buerger-soll-gefoerdert-werden-a-964455/},
year = {2020}
}

@phdthesis{Herzog2020e,
	title = {Should We Build Artificial Moral Agents?},
	school = {University of Leeds},
        address = {Projekt Work Thesis at the University of Leeds, Inter-Disciplinary Ethics Applied Centre, United Kingdom},
	author = {Herzog, Christian},
	year = {2020},
	type = {Project Work Thesis}
}

@misc{LN2020,
address = {Lübeck},
booktitle = {Lübecker Nachrichten},
month = {August},
title = {Lübeck: Mit Künstlicher Intelligenz Thrombosen erkennen},
url = {https://www.ln-online.de/Lokales/Luebeck/Luebeck-Mit-Kuenstlicher-Intelligenz-Thrombosen-erkennen},
year = {2020}
}

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

@inproceedings{Herzog2020a,
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}
}

@misc{Sonar2020,
author = {Sonar, Arne and Herzog, Christian},
booktitle = {Online-Workshop „Humangenomik trifft Künstliche Intelligenz – Ethische und gesellschaftliche Herausforderungen“},
title = {(Ingenieurs-)Ethische Dimensionen der KI – Überlegungen zu Implikationen & Herausforderungen KI-basierter Humangenomik},
year = {2020}
}

@misc{Hillienhof2020,
address = {Lübeck},
author = {Hillienhof, Arne},
booktitle = {Ärzteblatt.de},
month = {September},
title = {Künstliche Intelligenz soll Thrombosediagnostik unterstützen},
url = {https://www.aerzteblatt.de/nachrichten/116148/Kuenstliche-Intelligenz-soll-Thrombosediagnostik-unterstuetzen},
year = {2020}
}

@misc{Herzog2019a,
address = {Berlin, Germany},
author = {Herzog, Christian and Friebe, Michael},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education},
year = {2019}
}

@inproceedings{Herzog2019b,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {2nd Weizenbaum Conference: Challenges of Digital Inequality - Digital Education, Digital Work, Digital Life},
doi = {https://doi.org/10.34669/wi.cp/2.7},
title = {Technological Opacity of Machine Learning in Healthcare},
year = {2019}
}

@unpublished{Herzog2019,
address = {Lübeck, Germany},
author = {Herzog, Christian and Hackenjos, Sabine and Lucas, Nicola and Schöning, Lars and Kühn, Friederike C.},
booktitle = {Final Report on the Dialog Forum "Ethics of Digitization" Conducted by the Chamber of Industry and Commerce, Lübeck},
title = {Reviving the Honorable Merchant in the Age of Digitization},
year = {2019}
}

@misc{Herzog2019g,
address = {Lübeck},
author = {Herzog, Christian},
booktitle = {Vortrag vor der Medizinischen Gesellschaft zu Lübeck},
title = {Responsible Research and Innovation in der KI-Basierten Medizintechnik},
year = {2019}
}

@unpublished{Herzog2019f,
address = {Lübeck},
author = {Herzog, Christian and Rehmann-Sutter, Christoph and Haase, Jan and Heinrich, Mattias and Ernst, Floris and Rückert, Elmar and König, Inke R. and Schrader, Andreas and Heine, Moreen and Madany Mamlouk, Amir and Franke, Thomas and Rostalski, Philipp and Martinetz, Thomas},
institution = {University of Lübeck},
title = {Ethische Leitsätze für die Erforschung und Verwendung von Künstlicher Intelligenz an der Universität zu Lübeck},
year = {2019}
}

@misc{Herzog2019e,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {Ethical and Epistemological Challenges of AI in Medical Systems},
year = {2019}
}

@UNPUBLISHED{Gugerli2019,
	series = {Preprints zur Kulturgeschichte der Technik},
	volume = {33},
	author = {Gugerli, David and Zetti, Daniela},
	publisher = {ETH Zürich},
	year = {2019},
	language = {en},
	copyright = {In Copyright - Non-Commercial Use Permitted},
	size = {28 p.},
	address = {Zürich},
	abstract = {The historicization of the computer in the second half of the 20th century can be understood as the effect of the inevitable changes in both its technological and narrative development. What interests us is how past futures and therefore history were stabilized. The development, operation, and implementation of machines and programs gave rise to a historicity of the field of computing. Whenever actors have been grouped into communities – for example, into industrial and academic developer communities – new orderings have been constructed historically. Such orderings depend on the ability to refer to archival and published documents and to develop new narratives based on them. Professional historians are particularly at home in these waters – and nevertheless can disappear into the whirlpool of digital prehistory. Toward the end of the 1980s, the first critical review of the literature on the history of computers thus offered several programmatic suggestions. It is one of the peculiar coincidences of history that the future should rear its head again just when the history of computers was flourishing as a result of massive methodological and conceptual input. The emergence of the World Wide Web in the 1990s, which caught historians totally by surprise, led to an ahistorical, anthropological, aesthetic-medial approach to digitization. The program for investigating the prehistory of the digital age was rewritten in favor of explaining the development of communication networks. Computer systems and their concepts dropped out of history. This poses a problem for the history of computers, insofar as the success of the history of technology is tied to the stability of its objects. It seems more promising to us to not attribute the problem to the object called computer or to the “disciplinary” field, but rather to focus entirely on substantive issues. An issue-oriented technological history of the 21st century should be able to do this by treating the history of computers as a refreshing source of productive friction.},
	DOI = {10.3929/ethz-b-000385896},
	title = {Computer history – The pitfalls of past futures}
}

@inproceedings{Herzog2019c,
address = {Kiel, Schleswig-Holstein, Germany},
author = {Herzog, Christian},
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},
year = {2019}
}

@incollection{Erdur2019,
	editor = {Popplow, Marcus},
	volume = {15},
	author = {Zetti, Daniela and Erdur, Onur},
	publisher = {Karlsruher Institut für Technologie},
	year = {2019-05},
	language = {de},
	booktitle = {Technik- und Wissenschaftsgeschichte in der universitären Lehre. Formate, Adressaten, Konzepte},
	doi = {10.5445/KSP/1000091371},
	address = {Karlsruhe},
	isbn = {978-3-7315-0902-8},
	title = {Themen und Arbeitsweisen der Technikgeschichte in webbasierten Lernumgebungen an der ETH Zürich},
	PAGES = {25 - 30}
}

@inproceedings{Mähr2018, author = {Mähr, Moritz and Hoffmann, Henrike and Zetti, Daniela},
	publisher = {ETH Zurich},
	year = {2018-11-29},
	language = {en},
	copyright = {In Copyright - Non-Commercial Use Permitted},
	size = {1 p.},
	address = {Zurich},
	DOI = {10.3929/ethz-b-000311814},
	title = {Topic modelling and explorative search},
	Note = {Workshop DARIAH-CH 2018; Conference Location: Neuchâtel, Switzerland; Conference Date: November 29-30, 2018}
}

@book{Hämmerling2018,
	author = {Hämmerling, Christine and Zetti, Daniela},
	series = {Interferenzen},
	volume = {26},
	publisher = {Chronos Verlag},
	year = {2018},
	language = {de},
	abbrev_source_title = {Interferenzen},
	issn = {1661-8890},
	size = {144 p.},
	address = {Zürich},
	isbn = {978-3-0340-1483-0},
	title = {Das dokumentierte Ich. Wissen in Verhandlung}
}

@inproceedings{Herzog2019e,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {Ethical and Epistemological Challenges of AI in Medical Systems},
year = {2019}
}
@inproceedings{GomesAtaide,
address = {Berlin, Germany},
author = {Gomes Ataide, Elmer Jeto and Maartens, Joachim and Bartling, Sönke and Hutmacher, Dietmar W. and Herzog, Christian and Friebe, Michael},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {Ethical Design Considerations for MedTec: The Big Picture and Accompanying Concerns},
year = {2019}
}
@inproceedings{Herzog2019c,
address = {Kiel, Schleswig-Holstein, Germany},
author = {Herzog, Christian},
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},
year = {2019}
}
@inproceedings{Herzog2019b,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {2nd Weizenbaum Conference: Challenges of Digital Inequality - Digital Education, Digital Work, Digital Life},
doi = {https://doi.org/10.34669/wi.cp/2.7},
title = {Technological Opacity of Machine Learning in Healthcare},
year = {2019}
}
@inproceedings{Herzog2019a,
address = {Berlin, Germany},
author = {Herzog, Christian and Friebe, Michael},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education},
year = {2019}
}
@unpublished{Herzog2019,
address = {Berlin, Germany},
author = {Herzog, Christian and Hackenjos, Sabine and Lucas, Nicola and Schöning, Lars and Kühn, Friederike C.},
booktitle = {2nd Weizenbaum Conference - Challenges of Digital Inequality},
title = {Reviving the Honorable Merchant in the Age of Digitization},
year = {2019}
}
@inproceedings{HeTaRo18,
author = {Herzog, Christian and Tantau, Till and Rostalski, Philipp},
booktitle = {Proceedings of the 12th European Workshop on Microelectronics Education},
title = {Study Program 'Robotics and Autonomous Systems' at the University of Lübeck}},
year = {2018}
}
@incollection{Herzog2018,
address = {Bielefeld},
author = {Herzog, Christian},
booktitle = {Excellent Teaching. Principles, Structures and Requirements},
editor = {Jansen-Schulz, Bettina and Tantau, Till},
pages = {269--278},
publisher = {wbv Media GmbH {\&} Co. KG},
title = {Ethics of Innovative Engineering – A Commitment to Peer-to-Peer-Learning},
year = {2018}
}

@inproceedings{Herzog2018b,
author = {Herzog, Christian and Tantau, Till and Rostalski, Philipp},
booktitle = {Proceedings of the 12th European Workshop on Microelectronics Education},
title = {Study Program 'Robotics and Autonomous Systems' at the University of Lübeck},
year = {2018}
}

@phdthesis{Herzog2015,
address = {Germany},
author = {Herzog né Hoffmann, Christian},
doi = {10.15480/882.1301},
isbn = {978-3-8439-2682-9},
publisher = {TUHH Universitätsbibliothek (electronic publication), Dr.-Hut-Verlag (print publication)},
school = {Hamburg University of Technology},
address = {Ph.D. Thesis at Hamburg University of Technology},
title = {Linear Parameter-Varying Control of Systems of High Complexity},
type = {Ph.D. Thesis},
url = {http://tubdok.tub.tuhh.de/handle/11420/1304},
year = {2015}
}

@phdthesis{Herzog2011,
address = {Master's Thesis at Hamburg University of Technology, Germany},
author = {Herzog né Hoffmann, Christian},
publisher = {Institute of Control Systems; Weinmann Geräte für Medizin GmbH + Co. KG.},
school = {Hamburg University of Technology},
title = {Design and Control of a Novel Portable Mechanical Ventilator},
type = {Master's Thesis},
year = {2011}
}

@phdthesis{Herzog2008,
address = {Hamburg, Germany},
author = {Herzog né Hoffmann, Christian},
publisher = {Institute of Thermofluid Dynamics; Institute of Control Systems},
school = {Hamburg University of Technology},
title = {Modelling and Control of a Cooling System for Power Electronics on a Commercial Aircraft},
type = {Bachelor Thesis},
year = {2008}
}