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9 Publications
2025 | Journal Article | LibreCat-ID: 61156 | 
Buschmeier H, Buhl HM, Kern F, et al. Forms of Understanding for XAI-Explanations. Cognitive Systems Research. 2025;94. doi:10.1016/j.cogsys.2025.101419
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2024 | Conference Paper | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). Vol 38. ; 2024:14388-14396. doi:10.1609/aaai.v38i13.29352
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2023 | Journal Article | LibreCat-ID: 51368
Esposito E. Does Explainability Require Transparency? Sociologica. 2023;16(3):17-27. doi:10.6092/ISSN.1971-8853/15804
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2023 | Journal Article | LibreCat-ID: 51369
Esposito E. Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction. Sociologica. 2023;16(3):1-4. doi:10.6092/ISSN.1971-8853/16265
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268
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2023 | Conference Paper | LibreCat-ID: 56477
Liedeker F, Cimiano P. A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. In: ; 2023.
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2022 | Conference Paper | LibreCat-ID: 27506 |
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
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2021 | Journal Article | LibreCat-ID: 24456 |
Rohlfing KJ, Cimiano P, Scharlau I, 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. 2021;13(3):717-728. doi:10.1109/tcds.2020.3044366
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