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45 Publications
2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” 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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2024 | Journal Article | LibreCat-ID: 53213
Amiri, Arman, Madjid Tavana, and Hosein Arman. “An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction.” Internet of Things 25 (2024). https://doi.org/10.1016/j.iot.2023.101027.
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2023 | Journal Article | LibreCat-ID: 48290
Habernal, Ivan, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, and Christoph Burchard. “Mining Legal Arguments in Court Decisions.” Artificial Intelligence and Law, 2023. https://doi.org/10.1007/s10506-023-09361-y.
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| DOI
2023 | Journal Article | LibreCat-ID: 48777
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, 2023. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48779
Artelt, André, Roel Visser, and Barbara Hammer. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing 558 (2023). https://doi.org/10.1016/j.neucom.2023.126722.
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2023 | Journal Article | LibreCat-ID: 44639
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.” Computers in Human Behavior Reports 9 (2023). https://doi.org/10.1016/j.chbr.2022.100258.
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2023 | Journal Article | LibreCat-ID: 49516
Groß, André, Christian Schütze, Mara Brandt, Britta Wrede, and Birte Richter. “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot Interaction Research.” Frontiers in Robotics and AI 10 (2023). https://doi.org/10.3389/frobt.2023.1245501.
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” In International Conference on Information Systems, 2023.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 53301
Vieluf, Solveig, Tanuj Hasija, Maurice Kuschel, Claus Reinsberger, and Tobias Loddenkemper. “Developing a Deep Canonical Correlation-Based Technique for Seizure Prediction.” Expert Systems with Applications 234 (2023). https://doi.org/10.1016/j.eswa.2023.120986.
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2023 | Journal Article | LibreCat-ID: 53220
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.” Internet of Things 22 (2023). https://doi.org/10.1016/j.iot.2023.100786.
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| DOI
2023 | Journal Article | LibreCat-ID: 53218
Tavana, Madjid, Mehdi Soltanifar, Francisco J. Santos-Arteaga, and Hamid Sharafi. “Analytic Hierarchy Process and Data Envelopment Analysis: A Match Made in Heaven.” Expert Systems with Applications 223 (2023). https://doi.org/10.1016/j.eswa.2023.119902.
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2023 | Journal Article | LibreCat-ID: 53229
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.” IEEE Transactions on Fuzzy Systems 31, no. 2 (2023): 460–74. https://doi.org/10.1109/tfuzz.2022.3188875.
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2023 | Journal Article | LibreCat-ID: 53228
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.” Engineering Applications of Artificial Intelligence 126 (2023). https://doi.org/10.1016/j.engappai.2023.106945.
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2023 | Journal Article | LibreCat-ID: 53230
Mahdiraji, Hannan Amoozad, Madjid Tavana, and Ali Rezayar. “A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability.” Cybernetics and Systems 54, no. 1 (2023): 104–37. https://doi.org/10.1080/01969722.2022.2055402.
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2022 | Conference Paper | LibreCat-ID: 27506 | 
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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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” In Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 30193
Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “Potentials and Challenges of Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022). https://doi.org/10.1017/s0890060421000408.
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| DOI
2022 | Journal Article | LibreCat-ID: 34046
Hoffmann, Christin, and Kirsten Thommes. “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control.” IEEE Transactions on Human-Machine Systems, 2022, 1–11. https://doi.org/10.1109/thms.2022.3212335.
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2022 | Journal Article | LibreCat-ID: 34703
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.” Frontiers in Robotics and AI 9 (2022). https://doi.org/10.3389/frobt.2022.971749.
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2022 | Journal Article | LibreCat-ID: 33684 |
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.” Parallel Computing 111 (2022). https://doi.org/10.1016/j.parco.2022.102920.
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2022 | Journal Article | LibreCat-ID: 44637
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.” Computers in Human Behavior Reports 9 (2022). https://doi.org/10.1016/j.chbr.2022.100258.
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| DOI
2022 | Journal Article | LibreCat-ID: 34295
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.” Computers in Human Behavior Reports, 2022. https://doi.org/10.1016/j.chbr.2022.100258.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 44636
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.” Computers in Human Behavior Reports 9 (2022). https://doi.org/10.1016/j.chbr.2022.100258.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 50263
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Hüllermeier. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24. https://doi.org/10.1007/s13218-022-00766-6.
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| DOI
2022 | Journal Article | LibreCat-ID: 51348
Schmid, Ute, and Britta Wrede. “What Is Missing in XAI So Far?” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 303–15. https://doi.org/10.1007/s13218-022-00786-2.
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2022 | Journal Article | LibreCat-ID: 51366
Schmid, Ute, and Britta Wrede. “Explainable AI.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 207–10. https://doi.org/10.1007/s13218-022-00788-0.
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| DOI
2022 | Journal Article | LibreCat-ID: 51365
Wrede, Britta. “AI: Back to the Roots?” KI - Künstliche Intelligenz 36, no. 2 (2022): 117–20. https://doi.org/10.1007/s13218-022-00773-7.
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| DOI
2022 | Journal Article | LibreCat-ID: 51349
Fisher, Josephine B., Vivien Lohmer, Friederike Kern, Winfried Barthlen, Sebastian Gaus, and Katharina Rohlfing. “Exploring Monological and Dialogical Phases in Naturally Occurring Explanations.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 317–26. https://doi.org/10.1007/s13218-022-00787-1.
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| DOI
2022 | Journal Article | LibreCat-ID: 48780
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24. https://doi.org/10.1007/s13218-022-00766-6.
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| DOI
2022 | Journal Article | LibreCat-ID: 52862
Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.” KI - Künstliche Intelligenz 36, no. 1 (2022): 1–4. https://doi.org/10.1007/s13218-022-00758-6.
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| DOI
2022 | Journal Article | LibreCat-ID: 53236
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.” Expert Systems with Applications 200 (2022). https://doi.org/10.1016/j.eswa.2022.117188.
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| DOI
2021 | Conference Paper | LibreCat-ID: 27491
Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for K12 Computing Education.” 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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2021 | Conference Paper | LibreCat-ID: 23779
Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artificial Intelligence in Product Creation.” In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.
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2021 | Journal Article | LibreCat-ID: 37155
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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2021 | Journal Article | LibreCat-ID: 30114
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.” Neural Networks 142 (2021): 363–74. https://doi.org/10.1016/j.neunet.2021.04.029.
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| DOI
2021 | Journal Article | LibreCat-ID: 31400
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.” Neural Networks 142 (2021): 363–74. https://doi.org/10.1016/j.neunet.2021.04.029.
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| DOI
2021 | Journal Article | LibreCat-ID: 45849
Mahmood, Yasir, and Arne Meier. “Parameterised Complexity of Model Checking and Satisfiability in Propositional Dependence Logic.” 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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2019 | Conference Paper | LibreCat-ID: 15332
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 Eglė Jasutė and Sergei Pozdniakov, 12:65–73, 2019.
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2017 | Journal Article | LibreCat-ID: 42677
Klowait, Nils. “The Quest for Appropriate Models of Human-Likeness: Anthropomorphism in Media Equation Research.” AI & SOCIETY 33, no. 4 (2017): 527–36. https://doi.org/10.1007/s00146-017-0746-z.
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| DOI
2016 | Journal Article | LibreCat-ID: 48306
Habernal, Ivan, and Iryna Gurevych. “Argumentation Mining in User-Generated Web Discourse.” Computational Linguistics 43, no. 1 (2016): 125–79. https://doi.org/10.1162/coli_a_00276.
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| DOI
2016 | Journal Article | LibreCat-ID: 52747
Borgwardt, Stefan, Theofilos Mailis, Rafael Peñaloza, and Anni-Yasmin Turhan. “Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies.” Journal on Data Semantics 5, no. 2 (2016): 55–75. https://doi.org/10.1007/s13740-015-0055-y.
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| DOI
2016 | Journal Article | LibreCat-ID: 52803
Borgwardt, Stefan, Theofilos Mailis, Rafael Peñaloza, and Anni-Yasmin Turhan. “Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies.” Journal on Data Semantics 5, no. 2 (2016): 55–75. https://doi.org/10.1007/s13740-015-0055-y.
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2012 | Journal Article | LibreCat-ID: 50438
Baraté, Adriano, Goffredo Haus, Luca Andrea Ludovico, and Davide Andrea Mauro. “IEEE 1599 for Live Musical and Theatrical Performances.” Journal of Multimedia 7, no. 2 (2012). https://doi.org/10.4304/jmm.7.2.170-178.
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2009 | Conference Paper | LibreCat-ID: 9736
Klöpper, Benjamin, Christoph Sondermann-Wölke, Christoph Romaus, and Henner Vöcking. “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, 104–11, 2009. https://doi.org/10.1109/CICA.2009.4982790.
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