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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DOI: 10.1609/aaai.v38i13.29352

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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DOI: 10.1016/j.chbr.2022.100258

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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DOI: 10.1016/j.iot.2023.100786

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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DOI: 10.1016/j.eswa.2023.119902

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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DOI: 10.1109/tfuzz.2022.3188875

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 .
LibreCat: /record/30193
DOI: 10.1017/s0890060421000408

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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DOI: 10.1109/thms.2022.3212335

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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DOI: 10.3389/frobt.2022.971749