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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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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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| DOI
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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| DOI
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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2022 | Journal Article | LibreCat-ID: 33684 |
Schade, R., Kenter, T., Elgabarty, H., Lass, M., Schütt, O., Lazzaro, A., Pabst, H., Mohr, S., Hutter, J., Kühne, T., & Plessl, C. (2022). Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms. Parallel Computing, 111, Article 102920. https://doi.org/10.1016/j.parco.2022.102920
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2022 | Journal Article | LibreCat-ID: 44637
Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., & Thommes, K. (2022). 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
2022 | Journal Article | LibreCat-ID: 34295
Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., & Thommes, K. (2022). When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. Computers in Human Behavior Reports, Article 100258. https://doi.org/10.1016/j.chbr.2022.100258
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| DOI
2022 | Journal Article | LibreCat-ID: 44636
Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., & Thommes, K. (2022). 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
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 50263
Muschalik, M., Fumagalli, F., Hammer, B., & Hüllermeier, E. (2022). Agnostic Explanation of Model Change based on Feature Importance. KI - Künstliche Intelligenz, 36(3–4), 211–224. https://doi.org/10.1007/s13218-022-00766-6
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| DOI
2022 | Journal Article | LibreCat-ID: 51348
Schmid, U., & Wrede, B. (2022). What is Missing in XAI So Far? KI - Künstliche Intelligenz, 36(3–4), 303–315. https://doi.org/10.1007/s13218-022-00786-2
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| DOI
2022 | Journal Article | LibreCat-ID: 51366
Schmid, U., & Wrede, B. (2022). Explainable AI. KI - Künstliche Intelligenz, 36(3–4), 207–210. https://doi.org/10.1007/s13218-022-00788-0
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| DOI
2022 | Journal Article | LibreCat-ID: 51365
Wrede, B. (2022). AI: Back to the Roots? KI - Künstliche Intelligenz, 36(2), 117–120. https://doi.org/10.1007/s13218-022-00773-7
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| DOI
2022 | Journal Article | LibreCat-ID: 51349
Fisher, J. B., Lohmer, V., Kern, F., Barthlen, W., Gaus, S., & Rohlfing, K. (2022). Exploring Monological and Dialogical Phases in Naturally Occurring Explanations. KI - Künstliche Intelligenz, 36(3–4), 317–326. https://doi.org/10.1007/s13218-022-00787-1
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| DOI
2022 | Journal Article | LibreCat-ID: 48780
Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2022). Agnostic Explanation of Model Change based on Feature Importance. KI - Künstliche Intelligenz, 36(3–4), 211–224. https://doi.org/10.1007/s13218-022-00766-6
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 52862
Turhan, A.-Y. (2022). A Double Take at Conferences: The Hybrid Format. KI - Künstliche Intelligenz, 36(1), 1–4. https://doi.org/10.1007/s13218-022-00758-6
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| DOI
2022 | Journal Article | LibreCat-ID: 53236
Tavana, M., Shaabani, A., Di Caprio, D., & Bonyani, A. (2022). A novel Interval Type-2 Fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives. Expert Systems with Applications, 200, Article 117188. https://doi.org/10.1016/j.eswa.2022.117188
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2021 | Conference Paper | LibreCat-ID: 27491
Höper, L. (2021). Developing and Evaluating the Concept Data Awareness for K12 Computing Education. 21st Koli Calling International Conference on Computing Education Research. https://doi.org/10.1145/3488042.3490509
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2021 | Conference Paper | LibreCat-ID: 23779
Bernijazov, R., Dicks, A., Dumitrescu, R., Foullois, M., Hanselle, J. M., Hüllermeier, E., Karakaya, G., Ködding, P., Lohweg, V., Malatyali, M., Meyer auf der Heide, F., Panzner, M., & Soltenborn, C. (2021). A Meta-Review on Artificial Intelligence in Product Creation. Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21). 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada.
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2021 | Journal Article | LibreCat-ID: 37155
Stieglitz, S., Möllmann (Frick), N. R. J., Mirbabaie, M., Hofeditz, L., & Ross, B. (2021). Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality. International Journal of Management Practice.
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2021 | Journal Article | LibreCat-ID: 30114
Gölz, C. J., Mora, K., Rudisch, J., Gaidai, R., Reuter, E., Godde, B., Reinsberger, C., Voelcker-Rehage, C., & Vieluf, S. (2021). Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns. Neural Networks, 142, 363–374. https://doi.org/10.1016/j.neunet.2021.04.029
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2021 | Journal Article | LibreCat-ID: 31400
Goelz, C., Mora, K., Rudisch, J., Gaidai, R., Reuter, E., Godde, B., Reinsberger, C., Voelcker-Rehage, C., & Vieluf, S. (2021). Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns. Neural Networks, 142, 363–374. https://doi.org/10.1016/j.neunet.2021.04.029
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| DOI
2021 | Journal Article | LibreCat-ID: 45849
Mahmood, Y., & Meier, A. (2021). Parameterised complexity of model checking and satisfiability in propositional dependence logic. Annals of Mathematics and Artificial Intelligence, 90(2–3), 271–296. https://doi.org/10.1007/s10472-021-09730-w
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2019 | Conference Paper | LibreCat-ID: 15332
Schlichtig, M., Opel, S. A., Budde, L., & Schulte, C. (2019). Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material. In E. Jasutė & S. Pozdniakov (Eds.), ISSEP 2019 - 12th International conference on informatics in schools: Situation, evaluation and perspectives, Local Proceedings (Vol. 12, pp. 65–73).
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2017 | Journal Article | LibreCat-ID: 42677
Klowait, N. (2017). The quest for appropriate models of human-likeness: anthropomorphism in media equation research. AI & SOCIETY, 33(4), 527–536. https://doi.org/10.1007/s00146-017-0746-z
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2016 | Journal Article | LibreCat-ID: 48306
Habernal, I., & Gurevych, I. (2016). Argumentation Mining in User-Generated Web Discourse. Computational Linguistics, 43(1), 125–179. https://doi.org/10.1162/coli_a_00276
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2016 | Journal Article | LibreCat-ID: 52747
Borgwardt, S., Mailis, T., Peñaloza, R., & Turhan, A.-Y. (2016). Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies. Journal on Data Semantics, 5(2), 55–75. https://doi.org/10.1007/s13740-015-0055-y
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| DOI
2016 | Journal Article | LibreCat-ID: 52803
Borgwardt, S., Mailis, T., Peñaloza, R., & Turhan, A.-Y. (2016). Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies. Journal on Data Semantics, 5(2), 55–75. https://doi.org/10.1007/s13740-015-0055-y
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2012 | Journal Article | LibreCat-ID: 50438
Baraté, A., Haus, G., Ludovico, L. A., & Mauro, D. A. (2012). IEEE 1599 for Live Musical and Theatrical Performances. Journal of Multimedia, 7(2). https://doi.org/10.4304/jmm.7.2.170-178
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2009 | Conference Paper | LibreCat-ID: 9736
Klöpper, B., Sondermann-Wölke, C., Romaus, C., & Vöcking, H. (2009). Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems. In Computational Intelligence in Control and Automation, 2009. CICA 2009. IEEE Symposium on (pp. 104–111). https://doi.org/10.1109/CICA.2009.4982790
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