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49 Publications
2025 | Journal Article | LibreCat-ID: 58076 | 
I. Gräßler, M. Weyrich, J. Pottebaum, and S. Kamm, “Information Circularity Assistance based on extreme data,” at - Automatisierungstechnik, vol. 73, no. 1, pp. 3–21, 2025, doi: 10.1515/auto-2024-0039.
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2025 | Journal Article | LibreCat-ID: 58650 |
I. Gräßler, J. Pottebaum, P. Nyhuis, R. Stark, K.-D. Thoben, and P. Wiederkehr, “Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence,” Industry 4.0 Science, vol. 2025, no. 1, 2025, doi: 10.30844/i4sd.25.1.18.
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2024 | Journal Article | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.
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2024 | Journal Article | LibreCat-ID: 53213
A. Amiri, M. Tavana, and H. Arman, “An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction,” Internet of Things, vol. 25, Art. no. 101027, 2024, doi: 10.1016/j.iot.2023.101027.
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2024 | Conference Paper | LibreCat-ID: 56166
P. J. Kulkarni, D. Tissen, R. Bernijazov, and R. Dumitrescu, “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence,” in DS 130: Proceedings of NordDesign 2024, Reykjavik, 2024, pp. 617–625, doi: 10.35199/NORDDESIGN2024.66.
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2023 | Journal Article | LibreCat-ID: 48290
I. Habernal et al., “Mining legal arguments in court decisions,” Artificial Intelligence and Law, 2023, doi: 10.1007/s10506-023-09361-y.
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2023 | Journal Article | LibreCat-ID: 48777
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, 2023, doi: 10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48779
A. Artelt, R. Visser, and B. Hammer, “‘I do not know! but why?’ — Local model-agnostic example-based explanations of reject,” Neurocomputing, vol. 558, Art. no. 126722, 2023, doi: 10.1016/j.neucom.2023.126722.
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2023 | Journal Article | LibreCat-ID: 44639
J. A. Hoppe et al., “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2023, doi: 10.1016/j.chbr.2022.100258.
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2023 | Journal Article | LibreCat-ID: 49516
A. Groß, C. Schütze, M. Brandt, B. Wrede, and B. Richter, “RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research,” Frontiers in Robotics and AI, vol. 10, 2023, doi: 10.3389/frobt.2023.1245501.
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2023 | Conference Paper | LibreCat-ID: 50121
D. Leffrang, “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization,” in International Conference on Information Systems, Hyderabad, India, 2023, no. 10.
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2023 | Journal Article | LibreCat-ID: 53301
S. Vieluf, T. Hasija, M. Kuschel, C. Reinsberger, and T. Loddenkemper, “Developing a deep canonical correlation-based technique for seizure prediction,” Expert Systems with Applications, vol. 234, Art. no. 120986, 2023, doi: 10.1016/j.eswa.2023.120986.
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2023 | Journal Article | LibreCat-ID: 53220
M. Tavana, A. Khalili Nasr, A. B. Ahmadabadi, A. S. Amiri, and H. Mina, “An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks,” Internet of Things, vol. 22, Art. no. 100786, 2023, doi: 10.1016/j.iot.2023.100786.
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2023 | Journal Article | LibreCat-ID: 53218
M. Tavana, M. Soltanifar, F. J. Santos-Arteaga, and H. Sharafi, “Analytic hierarchy process and data envelopment analysis: A match made in heaven,” Expert Systems with Applications, vol. 223, Art. no. 119902, 2023, doi: 10.1016/j.eswa.2023.119902.
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2023 | Journal Article | LibreCat-ID: 53229
F. J. Santos-Arteaga, D. Di Caprio, M. Tavana, and E. C. Tena, “A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation,” IEEE Transactions on Fuzzy Systems, vol. 31, no. 2, pp. 460–474, 2023, doi: 10.1109/tfuzz.2022.3188875.
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2023 | Journal Article | LibreCat-ID: 53228
E. B. Tirkolaee, A. E. Torkayesh, M. Tavana, A. Goli, V. Simic, and W. Ding, “An integrated decision support framework for resilient vaccine supply chain network design,” Engineering Applications of Artificial Intelligence, vol. 126, Art. no. 106945, 2023, doi: 10.1016/j.engappai.2023.106945.
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2023 | Journal Article | LibreCat-ID: 53230
H. A. Mahdiraji, M. Tavana, and A. Rezayar, “A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability,” Cybernetics and Systems, vol. 54, no. 1, pp. 104–137, 2023, doi: 10.1080/01969722.2022.2055402.
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2023 | Journal Article | LibreCat-ID: 53356
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, and A. Kuijper, “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition,” IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 5, no. 2, pp. 288–297, 2023, doi: 10.1109/tbiom.2023.3263186.
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2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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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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