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9 Publications
2025 | Journal Article | LibreCat-ID: 61156 | 
H. Buschmeier et al., “Forms of Understanding for XAI-Explanations,” Cognitive Systems Research, vol. 94, Art. no. 101419, 2025, doi: 10.1016/j.cogsys.2025.101419.
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2024 | Conference Paper | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, vol. 38, no. 13, pp. 14388–14396, doi: 10.1609/aaai.v38i13.29352.
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2023 | Journal Article | LibreCat-ID: 51368
E. Esposito, “Does Explainability Require Transparency?,” Sociologica, vol. 16, no. 3, pp. 17–27, 2023, doi: 10.6092/ISSN.1971-8853/15804.
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2023 | Journal Article | LibreCat-ID: 51369
E. Esposito, “Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction,” Sociologica, vol. 16, no. 3, pp. 1–4, 2023, doi: 10.6092/ISSN.1971-8853/16265.
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2023 | Journal Article | LibreCat-ID: 45299
J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” Journal of Decision Systems, pp. 1–41, 2023, doi: 10.1080/12460125.2023.2207268.
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2023 | Conference Paper | LibreCat-ID: 56477
F. Liedeker and P. Cimiano, “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” presented at the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon, 2023.
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2022 | Conference Paper | LibreCat-ID: 27506 |
J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
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2021 | Journal Article | LibreCat-ID: 24456 |
K. J. Rohlfing et al., “Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems,” IEEE Transactions on Cognitive and Developmental Systems, vol. 13, no. 3, pp. 717–728, 2021, doi: 10.1109/tcds.2020.3044366.
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