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45 Publications
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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| DOI
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.
LibreCat
| DOI
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.
LibreCat
| DOI
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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| DOI
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.
LibreCat
| DOI
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.
LibreCat
| DOI
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: 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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| DOI
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.
LibreCat
| DOI
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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| DOI
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.
LibreCat
| DOI
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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| DOI
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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| DOI
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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| DOI
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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2022 | Journal Article | LibreCat-ID: 30193
M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “Potentials and challenges of analyzing use phase data in product planning of manufacturing companies,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, Art. no. e14, 2022, doi: 10.1017/s0890060421000408.
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| DOI
2022 | Journal Article | LibreCat-ID: 34046
C. Hoffmann and K. Thommes, “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control,” IEEE Transactions on Human-Machine Systems, pp. 1–11, 2022, doi: 10.1109/thms.2022.3212335.
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| DOI
2022 | Journal Article | LibreCat-ID: 34703
K. Rohlfing et al., “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, vol. 9, 2022, doi: 10.3389/frobt.2022.971749.
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