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Disambiguation of "Wanner, Jonas"

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Stop Ordering Machine Learning Algorithms by their Explainability! An Empirical Investigation of the Tradeoff between Performance and Explainability

, , , and . 20th IFIP Conference e-Business, e-Services, and e-Society (I3E). Lecture Notes in Computer Science, 12896, page 245-258. Springer, Galway, (2021)
DOI: 10.1007/978-3-030-85447-8_22

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Christoph Wanner

Christoph Wanner

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Gudrun Wanner

 

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A Social Evaluation of the Perceived Goodness of Explainability in Machine Learning, , , and . Journal of Business Analytics, 5 (1): 29-50 (2022)The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study., , , and . Electron. Mark., 32 (4): 2079-2102 (December 2022)Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability., , , and . Int. J. Inf. Manag., (April 2023)Artificial Intelligence for Human Decision-Makers: Systematization, Perception, and Adoption of Intelligent Decision Support Systems in Industry 4.0.. Julius Maximilians University Würzburg, Germany, (2022)A Moral Consensus Mechanism for Autonomous Driving: Towards a Law-compliant Basis of Logic Programming., , , , and . Wirtschaftsinformatik (Zentrale Tracks), page 17-32. GITO Verlag, (2020)Design Principles for Shared Maintenance Analytics in Fleet Management., , and . DESRIST, volume 12807 of Lecture Notes in Computer Science, page 236-247. Springer, (2021)White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems, , , and . (2020)How Much Is the Black Box? The Value of Explainability in Machine Learning Models, , and . 28th European Conference on Information Systems (ECIS), page 1-14. AIS Virtual Conference Series, AIS, (2020)Process Selection for RPA: A Holistic Approach., , , , , and . Robotic Process Automation – Management, Technology, Applications, De Gruyter Oldenbourg, (2021)Two-Sided Digital Markets: Disruptive Chance Meets Chicken or Egg Causality Dilemma, , and . 21st IEEE Conference on Business Informatics (CBI), page 335-344. Moscow, IEEE, (2019)