Publications
Latest Publications
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
Using Geolocated Text to Quantify Location in Real Estate Appraisal
T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
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