Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.”https://doi.org/10.1609/aaai.v38i13.29352__Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96.https://doi.org/10.1609/aaai.v38i13.29352 .
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Amiri, Arman, Madjid Tavana, and Hosein Arman. “An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction.”https://doi.org/10.1016/j.iot.2023.101027__Internet of Things 25 (2024).https://doi.org/10.1016/j.iot.2023.101027 .
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Habernal, Ivan, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, and Christoph Burchard. “Mining Legal Arguments in Court Decisions.”https://doi.org/10.1007/s10506-023-09361-y__Artificial Intelligence and Law, 2023.https://doi.org/10.1007/s10506-023-09361-y .
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Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.”https://doi.org/10.1007/s10994-023-06385-y__Machine Learning, 2023.https://doi.org/10.1007/s10994-023-06385-y .
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Artelt, André, Roel Visser, and Barbara Hammer. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.”https://doi.org/10.1016/j.neucom.2023.126722__Neurocomputing 558 (2023).https://doi.org/10.1016/j.neucom.2023.126722 .
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Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”https://doi.org/10.1016/j.chbr.2022.100258__Computers in Human Behavior Reports 9 (2023).https://doi.org/10.1016/j.chbr.2022.100258 .
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Groß, André, Christian Schütze, Mara Brandt, Britta Wrede, and Birte Richter. “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot Interaction Research.”https://doi.org/10.3389/frobt.2023.1245501__Frontiers in Robotics and AI 10 (2023).https://doi.org/10.3389/frobt.2023.1245501 .
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Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” In International Conference on Information Systems, 2023.
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Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.”https://doi.org/10.1007/s10994-023-06385-y__Machine Learning 112, no. 12 (2023): 4863–4903.https://doi.org/10.1007/s10994-023-06385-y .
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Vieluf, Solveig, Tanuj Hasija, Maurice Kuschel, Claus Reinsberger, and Tobias Loddenkemper. “Developing a Deep Canonical Correlation-Based Technique for Seizure Prediction.”https://doi.org/10.1016/j.eswa.2023.120986__Expert Systems with Applications 234 (2023).https://doi.org/10.1016/j.eswa.2023.120986 .
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Tavana, Madjid, Arash Khalili Nasr, Alireza Barati Ahmadabadi, Alireza Shamekhi Amiri, and Hassan Mina. “An Interval Multi-Criteria Decision-Making Model for Evaluating Blockchain-IoT Technology in Supply Chain Networks.”https://doi.org/10.1016/j.iot.2023.100786__Internet of Things 22 (2023).https://doi.org/10.1016/j.iot.2023.100786 .
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Tavana, Madjid, Mehdi Soltanifar, Francisco J. Santos-Arteaga, and Hamid Sharafi. “Analytic Hierarchy Process and Data Envelopment Analysis: A Match Made in Heaven.”https://doi.org/10.1016/j.eswa.2023.119902__Expert Systems with Applications 223 (2023).https://doi.org/10.1016/j.eswa.2023.119902 .
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Santos-Arteaga, Francisco J., Debora Di Caprio, Madjid Tavana, and Emilio Cerda Tena. “A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation.”https://doi.org/10.1109/tfuzz.2022.3188875__IEEE Transactions on Fuzzy Systems 31, no. 2 (2023): 460–74.https://doi.org/10.1109/tfuzz.2022.3188875 .
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Tirkolaee, Erfan Babaee, Ali Ebadi Torkayesh, Madjid Tavana, Alireza Goli, Vladimir Simic, and Weiping Ding. “An Integrated Decision Support Framework for Resilient Vaccine Supply Chain Network Design.”https://doi.org/10.1016/j.engappai.2023.106945__Engineering Applications of Artificial Intelligence 126 (2023).https://doi.org/10.1016/j.engappai.2023.106945 .
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Mahdiraji, Hannan Amoozad, Madjid Tavana, and Ali Rezayar. “A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability.”https://doi.org/10.1080/01969722.2022.2055402__Cybernetics and Systems 54, no. 1 (2023): 104–37.https://doi.org/10.1080/01969722.2022.2055402 .
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Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” In 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” In Wirtschaftsinformatik 2022 Proceedings, 2022.
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Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “Potentials and Challenges of Analyzing Use Phase Data in Product Planning of Manufacturing Companies.”https://doi.org/10.1017/s0890060421000408__Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022).https://doi.org/10.1017/s0890060421000408 .
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Hoffmann, Christin, and Kirsten Thommes. “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control.”https://doi.org/10.1109/thms.2022.3212335__IEEE Transactions on Human-Machine Systems, 2022, 1–11.https://doi.org/10.1109/thms.2022.3212335 .
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Rohlfing, Katharina, Nicole Altvater-Mackensen, Nathan Caruana, Rianne van den Berghe, Barbara Bruno, Nils Frederik Tolksdorf, and Adriana Hanulíková. “Social/Dialogical Roles of Social Robots in Supporting Children’s Learning of Language and Literacy—A Review and Analysis of Innovative Roles.”https://doi.org/10.3389/frobt.2022.971749__Frontiers in Robotics and AI 9 (2022).https://doi.org/10.3389/frobt.2022.971749 .
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Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Ole Schütt, Alfio Lazzaro, Hans Pabst, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.”https://doi.org/10.1016/j.parco.2022.102920__Parallel Computing 111 (2022).https://doi.org/10.1016/j.parco.2022.102920 .
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Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”https://doi.org/10.1016/j.chbr.2022.100258__Computers in Human Behavior Reports 9 (2022).https://doi.org/10.1016/j.chbr.2022.100258 .
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Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”https://doi.org/10.1016/j.chbr.2022.100258__Computers in Human Behavior Reports, 2022.https://doi.org/10.1016/j.chbr.2022.100258 .
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Hoppe, Julia A., Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”https://doi.org/10.1016/j.chbr.2022.100258__Computers in Human Behavior Reports 9 (2022).https://doi.org/10.1016/j.chbr.2022.100258 .
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Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Hüllermeier. “Agnostic Explanation of Model Change Based on Feature Importance.”https://doi.org/10.1007/s13218-022-00766-6__KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24.https://doi.org/10.1007/s13218-022-00766-6 .
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Schmid, Ute, and Britta Wrede. “What Is Missing in XAI So Far?”https://doi.org/10.1007/s13218-022-00786-2__KI - Künstliche Intelligenz 36, no. 3–4 (2022): 303–15.https://doi.org/10.1007/s13218-022-00786-2 .
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Schmid, Ute, and Britta Wrede. “Explainable AI.”https://doi.org/10.1007/s13218-022-00788-0__KI - Künstliche Intelligenz 36, no. 3–4 (2022): 207–10.https://doi.org/10.1007/s13218-022-00788-0 .
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Wrede, Britta. “AI: Back to the Roots?”https://doi.org/10.1007/s13218-022-00773-7__KI - Künstliche Intelligenz 36, no. 2 (2022): 117–20.https://doi.org/10.1007/s13218-022-00773-7 .
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Fisher, Josephine B., Vivien Lohmer, Friederike Kern, Winfried Barthlen, Sebastian Gaus, and Katharina Rohlfing. “Exploring Monological and Dialogical Phases in Naturally Occurring Explanations.”https://doi.org/10.1007/s13218-022-00787-1__KI - Künstliche Intelligenz 36, no. 3–4 (2022): 317–26.https://doi.org/10.1007/s13218-022-00787-1 .
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Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Agnostic Explanation of Model Change Based on Feature Importance.”https://doi.org/10.1007/s13218-022-00766-6__KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24.https://doi.org/10.1007/s13218-022-00766-6 .
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Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.”https://doi.org/10.1007/s13218-022-00758-6__KI - Künstliche Intelligenz 36, no. 1 (2022): 1–4.https://doi.org/10.1007/s13218-022-00758-6 .
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Tavana, Madjid, Akram Shaabani, Debora Di Caprio, and Abbas Bonyani. “A Novel Interval Type-2 Fuzzy Best-Worst Method and Combined Compromise Solution for Evaluating Eco-Friendly Packaging Alternatives.”https://doi.org/10.1016/j.eswa.2022.117188__Expert Systems with Applications 200 (2022).https://doi.org/10.1016/j.eswa.2022.117188 .
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Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for K12 Computing Education.”https://doi.org/10.1145/3488042.3490509__In 21st Koli Calling International Conference on Computing Education Research. Koli Calling ’21. New York, NY, USA: Association for Computing Machinery, 2021.https://doi.org/10.1145/3488042.3490509 .
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Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artiû01cial Intelligence in Product Creation.” In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.
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Stieglitz, Stefan, Nicholas R. J. Möllmann (Frick), Milad Mirbabaie, Lennart Hofeditz, and Björn Ross. “Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality.” International Journal of Management Practice, 2021.
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Gölz, Christian Johannes, K. Mora, J. Rudisch, Roman Gaidai, E. Reuter, B. Godde, Claus Reinsberger, C. Voelcker-Rehage, and S. Vieluf. “Classification of Visuomotor Tasks Based on Electroencephalographic Data Depends on Age-Related Differences in Brain Activity Patterns.”https://doi.org/10.1016/j.neunet.2021.04.029__Neural Networks 142 (2021): 363–74.https://doi.org/10.1016/j.neunet.2021.04.029 .
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Goelz, C., K. Mora, J. Rudisch, R. Gaidai, E. Reuter, B. Godde, Claus Reinsberger, C. Voelcker-Rehage, and S. Vieluf. “Classification of Visuomotor Tasks Based on Electroencephalographic Data Depends on Age-Related Differences in Brain Activity Patterns.”https://doi.org/10.1016/j.neunet.2021.04.029__Neural Networks 142 (2021): 363–74.https://doi.org/10.1016/j.neunet.2021.04.029 .
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Mahmood, Yasir, and Arne Meier. “Parameterised Complexity of Model Checking and Satisfiability in Propositional Dependence Logic.”https://doi.org/10.1007/s10472-021-09730-w__Annals of Mathematics and Artificial Intelligence 90, no. 2–3 (2021): 271–96.https://doi.org/10.1007/s10472-021-09730-w .
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Schlichtig, Michael, Simone Anna Opel, Lea Budde, and Carsten Schulte. “Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material.” In ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings, edited by Egl Jasut and Sergei Pozdniakov, 12:65–73, 2019.
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Klowait, Nils. “The Quest for Appropriate Models of Human-Likeness: Anthropomorphism in Media Equation Research.”https://doi.org/10.1007/s00146-017-0746-z__AI &; SOCIETY 33, no. 4 (2017): 527–36.https://doi.org/10.1007/s00146-017-0746-z .
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Habernal, Ivan, and Iryna Gurevych. “Argumentation Mining in User-Generated Web Discourse.”https://doi.org/10.1162/coli_a_00276__Computational Linguistics 43, no. 1 (2016): 125–79.https://doi.org/10.1162/coli_a_00276 .
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Borgwardt, Stefan, Theofilos Mailis, Rafael Peñaloza, and Anni-Yasmin Turhan. “Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies.”https://doi.org/10.1007/s13740-015-0055-y__Journal on Data Semantics 5, no. 2 (2016): 55–75.https://doi.org/10.1007/s13740-015-0055-y .
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Borgwardt, Stefan, Theofilos Mailis, Rafael Peñaloza, and Anni-Yasmin Turhan. “Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies.”https://doi.org/10.1007/s13740-015-0055-y__Journal on Data Semantics 5, no. 2 (2016): 55–75.https://doi.org/10.1007/s13740-015-0055-y .
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Baraté, Adriano, Goffredo Haus, Luca Andrea Ludovico, and Davide Andrea Mauro. “IEEE 1599 for Live Musical and Theatrical Performances.”https://doi.org/10.4304/jmm.7.2.170-178__Journal of Multimedia 7, no. 2 (2012).https://doi.org/10.4304/jmm.7.2.170-178 .
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Klöpper, Benjamin, Christoph Sondermann-Wölke, Christoph Romaus, and Henner Vöcking. “Probabilistic Planning Integrated in a Multi-Level Dependability Concept for Mechatronic Systems.”https://doi.org/10.1109/CICA.2009.4982790__In Computational Intelligence in Control and Automation, 2009. CICA 2009. IEEE Symposium On, 104–11, 2009.https://doi.org/10.1109/CICA.2009.4982790 .
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