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45 Publications
2024 | Journal Article | LibreCat-ID: 53073
Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388–14396. https://doi.org/10.1609/aaai.v38i13.29352
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| DOI
2024 | Journal Article | LibreCat-ID: 53213
Amiri, A., Tavana, M., & Arman, H. (2024). An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction. Internet of Things, 25, Article 101027. https://doi.org/10.1016/j.iot.2023.101027
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| DOI
2023 | Journal Article | LibreCat-ID: 48290
Habernal, I., Faber, D., Recchia, N., Bretthauer, S., Gurevych, I., Spiecker genannt Döhmann, I., & Burchard, C. (2023). Mining legal arguments in court decisions. Artificial Intelligence and Law. https://doi.org/10.1007/s10506-023-09361-y
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| DOI
2023 | Journal Article | LibreCat-ID: 48777
Fumagalli, F., Muschalik, M., Hüllermeier, E., & Hammer, B. (2023). Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. https://doi.org/10.1007/s10994-023-06385-y
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| DOI
2023 | Journal Article | LibreCat-ID: 48779
Artelt, A., Visser, R., & Hammer, B. (2023). “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing, 558, Article 126722. https://doi.org/10.1016/j.neucom.2023.126722
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| DOI
2023 | Journal Article | LibreCat-ID: 44639
Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., & Thommes, K. (2023). When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. Computers in Human Behavior Reports, 9, Article 100258. https://doi.org/10.1016/j.chbr.2022.100258
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| DOI
2023 | Journal Article | LibreCat-ID: 49516
Groß, A., Schütze, C., Brandt, M., Wrede, B., & Richter, B. (2023). RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI, 10. https://doi.org/10.3389/frobt.2023.1245501
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, F., Muschalik, M., Hüllermeier, E., & Hammer, B. (2023). Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning, 112(12), 4863–4903. https://doi.org/10.1007/s10994-023-06385-y
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2023 | Journal Article | LibreCat-ID: 53301
Vieluf, S., Hasija, T., Kuschel, M., Reinsberger, C., & Loddenkemper, T. (2023). Developing a deep canonical correlation-based technique for seizure prediction. Expert Systems with Applications, 234, Article 120986. https://doi.org/10.1016/j.eswa.2023.120986
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| DOI
2023 | Journal Article | LibreCat-ID: 53220
Tavana, M., Khalili Nasr, A., Ahmadabadi, A. B., Amiri, A. S., & Mina, H. (2023). An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks. Internet of Things, 22, Article 100786. https://doi.org/10.1016/j.iot.2023.100786
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2023 | Journal Article | LibreCat-ID: 53218
Tavana, M., Soltanifar, M., Santos-Arteaga, F. J., & Sharafi, H. (2023). Analytic hierarchy process and data envelopment analysis: A match made in heaven. Expert Systems with Applications, 223, Article 119902. https://doi.org/10.1016/j.eswa.2023.119902
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| DOI
2023 | Journal Article | LibreCat-ID: 53229
Santos-Arteaga, F. J., Di Caprio, D., Tavana, M., & Tena, E. C. (2023). A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation. IEEE Transactions on Fuzzy Systems, 31(2), 460–474. https://doi.org/10.1109/tfuzz.2022.3188875
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2023 | Journal Article | LibreCat-ID: 53228
Tirkolaee, E. B., Torkayesh, A. E., Tavana, M., Goli, A., Simic, V., & Ding, W. (2023). An integrated decision support framework for resilient vaccine supply chain network design. Engineering Applications of Artificial Intelligence, 126, Article 106945. https://doi.org/10.1016/j.engappai.2023.106945
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2023 | Journal Article | LibreCat-ID: 53230
Mahdiraji, H. A., Tavana, M., & Rezayar, A. (2023). A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability. Cybernetics and Systems, 54(1), 104–137. https://doi.org/10.1080/01969722.2022.2055402
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2022 | Conference Paper | LibreCat-ID: 27506 | 
Kucklick, J.-P. (2022). Visual Interpretability of Image-based Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (WI22), Nürnberg (online).
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2022 | Journal Article | LibreCat-ID: 30193
Meyer, M., Fichtler, T., Koldewey, C., & Dumitrescu, R. (2022). Potentials and challenges of analyzing use phase data in product planning of manufacturing companies. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 36, Article e14. https://doi.org/10.1017/s0890060421000408
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2022 | Journal Article | LibreCat-ID: 34046
Hoffmann, C., & Thommes, K. (2022). Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control. IEEE Transactions on Human-Machine Systems, 1–11. https://doi.org/10.1109/thms.2022.3212335
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2022 | Journal Article | LibreCat-ID: 34703
Rohlfing, K., Altvater-Mackensen, N., Caruana, N., van den Berghe, R., Bruno, B., Tolksdorf, N. F., & Hanulíková, A. (2022). Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles. Frontiers in Robotics and AI, 9. https://doi.org/10.3389/frobt.2022.971749
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