2022

• Breyer, S. and Herzog, C.: Integrating Ethical Considerations Into Innovation Design in Innovation Design for the Future of Health – Entrepreneurial Strategies and Development Concepts towards Patient Empowerement and Health Democratisation, Springer, 2022
  

  @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}
  }

2021

• Martin, D., Herzog, C., Papageorgiou, K. and Bombaerts, G.: Three European experiences of co-creating ethical solutions to real-world problems through Challenge-Based Learning in Emerald Handbook on Challenge-Based Learning, 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}
  }

2018

• Herzog, C.: Ethics of Innovative Engineering – A Commitment to Peer-to-Peer-Learning in Excellent Teaching. Principles, Structures and Requirements, pp. 269--278, wbv Media GmbH & Co. KG, Bielefeld, 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}
  }
  

2022

• Petersen, E., Potdevin, Y., Mohammadi, E., Zidowitz, S., Breyer, S., Nowotka, D., Henn, S., Pechmann, L., Leucker, M., Rostalski, P. and Herzog, C.: Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions IEEE Access, 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}
  }

• Herzog, C.: On the Ethical and Epistemological Utility of Explicable AI in Medicine Philosophy & Technology, vol. 35, no. 50, pp. 31, jun, 2022
  

  @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}
  }

2021

• Herzog, C.: Three Risks That Caution Against a Premature Implementation of Artificial Moral Agents for Practical and Economical Use Science and Engineering Ethics, vol. 27, no. 1, pp. 3, feb, 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}
  }
  

• Herzog, C.: On the risk of confusing interpretability with explicability AI and Ethics, Dec, 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}
  }

• Herzog, C.: On formal ethics versus inclusive moral deliberation AI and Ethics, March, 2021
  

  @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}
  }
  

2022

• Herzog, C. and Diebel-Fischer, H.: Teaching Ethics Through the Back Door? – Employing Ideas From Assemblage Theory to Foster a Responsible Innovation Mindset Barcelona, Spain, 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}
  }

• Herzog, C., Vollmer, F., Gruner, J. and Rostalski, P.: Teaching Estimation and Control via Probabilistic Graphical Models – An Intuitive and Problem-Based Approach in IFAC Symposium on Advances in Control Education 2022, IFAC, Hamburg, Germany, 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}
  }

• Herzog, C., Breyer, S., Leinweber, N., Preiß, R., Sonar, A. and Bombaerts, G.: Everything you Want to Know and Never Dared to ask – A Practical Approach to Employing Challenge-Based Learning in Engineering Ethics Barcelona, Spain, 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}
  }

• Herzog, C. and Zetti, D.: Digitally Aided Sovereignty – A Suitable Guide for the e-Government Transformation? in Weizenbaum Conference 2022 - Practicing Sovereignty, Berlin, Germany, 2022
  

  @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}
  }

2021

• Herzog, C.: Practical and Moral Challenges for the Project of Formal Ethics in CEPE/IACAP Joint Conference 2021: The Philosophy and Ethics of Artificial Intelligence, Hamburg, Germany, 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}
  }

• Herzog, C., Breyer, S., Sonar, A. and Bombaerts, G.: Challenge-based Learning for Robotics Students by Engaging Start-Ups in Technology Ethics in Reflecting Technology in Academic Teaching. Workshop on Teaching Environmental, Societal, and Ethical Dimensions of Technological Change, Karlsruhe, 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}
  }

2020

• Gode, A., Hedtfeld, J., Heine, M., Herzog, C., Ivens, S., Radzio, F., Wessel, D. and Zetti, D.: DigS-Gov - Die öffentliche Verwaltung als Förderer digitaler Souveränität in Mensch und Computer, 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},
  }

• Herzog, C.: Automating Morals – On the Morality of Automation Technology, Ironies of Automation and Responsible Research and Innovation in 21st IFAC World Congress, Berlin, Germany, 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}
  }
  
  

2019

• Herzog, C.: „Ethical Innovation Hub“ – Vision und Konzept eines transdisziplinären Konvergenzpunkts für Wissenschaft, Wirtschaft und Gesellschaft für KI-Innovationsprozesse in KI-Konferenz Schleswig-Holstein, Staatskanzlei Schleswig-Holstein, Kiel, Schleswig-Holstein, Germany, 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}
  }

• Herzog, C.: Technological Opacity of Machine Learning in Healthcare in 2nd Weizenbaum Conference: Challenges of Digital Inequality - Digital Education, Digital Work, Digital Life, Berlin, Germany, 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}
  }

• Herzog, C.: Ethical and Epistemological Challenges of AI in Medical Systems in 41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec", Berlin, Germany, 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}
  }

2018

• Herzog, C., Tantau, T. and Rostalski, P.: Study Program 'Robotics and Autonomous Systems' at the University of Lübeck in Proceedings of the 12th European Workshop on Microelectronics Education, 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}
  }

2020

• Herzog, C.: Should We Build Artificial Moral Agents? Projekt Work Thesis at the University of Leeds, Inter-Disciplinary Ethics Applied Centre, United Kingdom, 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}
  }
  

• Herzog, C.: Should Ethics be Formalized? - And if so, What for? Master's Thesis at the University of Leeds, Inter-Disciplinary Ethics Applied Centre, United Kingdom, 2020
  

  @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}
  }
  

2015

• Herzog né Hoffmann, C.: Linear Parameter-Varying Control of Systems of High Complexity TUHH Universitätsbibliothek (electronic publication), Dr.-Hut-Verlag (print publication), Ph.D. Thesis at Hamburg University of Technology, 2015
  

  @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}
  }
  

2011

• Herzog né Hoffmann, C.: Design and Control of a Novel Portable Mechanical Ventilator Institute of Control Systems; Weinmann Geräte für Medizin GmbH + Co. KG., Hamburg, Germany, 2011
  

  @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}
  }
  

2008

• Herzog né Hoffmann, C.: Modelling and Control of a Cooling System for Power Electronics on a Commercial Aircraft Institute of Thermofluid Dynamics; Institute of Control Systems, Hamburg, Germany, 2008
  

  @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}
  }
  

2019

• Gomes Ataide, E. J., Maartens, J., Bartling, S., Hutmacher, D. W., Herzog, C. and Friebe, M.: Ethical Design Considerations for MedTec: The Big Picture and Accompanying Concerns in 41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec", Berlin, Germany, 2019
  

  @misc{GomesAtaide2019,
  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}
  }

• Herzog, C. and Friebe, M.: Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education in 41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec", Berlin, Germany, 2019
  

  @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}
  }

• Herzog, C.: Responsible Research and Innovation in der KI-Basierten Medizintechnik in Vortrag vor der Medizinischen Gesellschaft zu Lübeck, Lübeck, 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}
  }
  

2020

• Sonar, A. and Herzog, C.: (Ingenieurs-)Ethische Dimensionen der KI – Überlegungen zu Implikationen & Herausforderungen KI-basierter Humangenomik in Online-Workshop „Humangenomik trifft Künstliche Intelligenz – Ethische und gesellschaftliche Herausforderungen“, 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}
  }
  

• Gode, A., Hedtfeld, J., Heine, M., Herzog, C., Ivens, S., Radzio, F., Wessel, D. and Zetti, D.: DigS-Gov - Die öffentliche Verwaltung als Förderer digitaler Souveränität in Mensch und Computer, 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}
  }
  

2021

• Breyer, S. and Herzog, C.: Akzeptanzfragen bei KI-basierter Medizintechnik in KI-Sommercampus der Begleitforschung des KI-Innovationswettbewerb BMWi, jun, 2021
  

  @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}
  }

2019

• Herzog, C., Rehmann-Sutter, C., Haase, J., Heinrich, M., Ernst, F., Rückert, E., König, I. R., Schrader, A., Heine, M., Madany Mamlouk, A., Franke, T., Rostalski, P. and Martinetz, T.: Ethische Leitsätze für die Erforschung und Verwendung von Künstlicher Intelligenz an der Universität zu Lübeck Lübeck, 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}
  }
  

• Herzog, C., Hackenjos, S., Lucas, N., Schöning, L. and Kühn, F. C.: Reviving the Honorable Merchant in the Age of Digitization in Final Report on the Dialog Forum "Ethics of Digitization" Conducted by the Chamber of Industry and Commerce, Lübeck, Lübeck, Germany, 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}
  }