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45 Publications
2024 | Journal Article | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Journal Article | LibreCat-ID: 53213
Amiri A, Tavana M, Arman H. An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction. Internet of Things. 2024;25. doi:10.1016/j.iot.2023.101027
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| DOI
2023 | Journal Article | LibreCat-ID: 48290
Habernal I, Faber D, Recchia N, et al. Mining legal arguments in court decisions. Artificial Intelligence and Law. Published online 2023. doi: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. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. Published online 2023. doi:10.1007/s10994-023-06385-y
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| DOI
2023 | Journal Article | LibreCat-ID: 48779
Artelt A, Visser R, Hammer B. “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing. 2023;558. doi:10.1016/j.neucom.2023.126722
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| DOI
2023 | Journal Article | LibreCat-ID: 44639
Hoppe JA, Tuisku O, Johansson-Pajala R-M, 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. 2023;9. doi: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. RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI. 2023;10. doi:10.3389/frobt.2023.1245501
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang D. 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 F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
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| DOI
2023 | Journal Article | LibreCat-ID: 53301
Vieluf S, Hasija T, Kuschel M, Reinsberger C, Loddenkemper T. Developing a deep canonical correlation-based technique for seizure prediction. Expert Systems with Applications. 2023;234. doi:10.1016/j.eswa.2023.120986
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2023 | Journal Article | LibreCat-ID: 53220
Tavana M, Khalili Nasr A, Ahmadabadi AB, Amiri AS, Mina H. An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks. Internet of Things. 2023;22. doi:10.1016/j.iot.2023.100786
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2023 | Journal Article | LibreCat-ID: 53218
Tavana M, Soltanifar M, Santos-Arteaga FJ, Sharafi H. Analytic hierarchy process and data envelopment analysis: A match made in heaven. Expert Systems with Applications. 2023;223. doi:10.1016/j.eswa.2023.119902
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| DOI
2023 | Journal Article | LibreCat-ID: 53229
Santos-Arteaga FJ, Di Caprio D, Tavana M, Tena EC. A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation. IEEE Transactions on Fuzzy Systems. 2023;31(2):460-474. doi:10.1109/tfuzz.2022.3188875
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| DOI
2023 | Journal Article | LibreCat-ID: 53228
Tirkolaee EB, Torkayesh AE, Tavana M, Goli A, Simic V, Ding W. An integrated decision support framework for resilient vaccine supply chain network design. Engineering Applications of Artificial Intelligence. 2023;126. doi:10.1016/j.engappai.2023.106945
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| DOI
2023 | Journal Article | LibreCat-ID: 53230
Mahdiraji HA, Tavana M, Rezayar A. A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability. Cybernetics and Systems. 2023;54(1):104-137. doi:10.1080/01969722.2022.2055402
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2022 | Conference Paper | LibreCat-ID: 27506 | 
Kucklick J-P. 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 J-P. 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 M, Fichtler T, Koldewey C, Dumitrescu R. Potentials and challenges of analyzing use phase data in product planning of manufacturing companies. Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 2022;36. doi:10.1017/s0890060421000408
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2022 | Journal Article | LibreCat-ID: 34046
Hoffmann C, Thommes K. Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control. IEEE Transactions on Human-Machine Systems. Published online 2022:1-11. doi:10.1109/thms.2022.3212335
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2022 | Journal Article | LibreCat-ID: 34703
Rohlfing K, Altvater-Mackensen N, Caruana N, 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. 2022;9. doi:10.3389/frobt.2022.971749
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| DOI
2022 | Journal Article | LibreCat-ID: 33684 |
Schade R, Kenter T, Elgabarty H, et al. Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms. Parallel Computing. 2022;111. doi:10.1016/j.parco.2022.102920
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2022 | Journal Article | LibreCat-ID: 44637
Hoppe JA, Tuisku O, Johansson-Pajala R-M, 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. 2022;9. doi:10.1016/j.chbr.2022.100258
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| DOI
2022 | Journal Article | LibreCat-ID: 34295
Hoppe JA, Tuisku O, Johansson-Pajala R-M, 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. Published online 2022. doi:10.1016/j.chbr.2022.100258
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 44636
Hoppe JA, Tuisku O, Johansson-Pajala R-M, 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. 2022;9. doi:10.1016/j.chbr.2022.100258
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 50263
Muschalik M, Fumagalli F, Hammer B, Hüllermeier E. Agnostic Explanation of Model Change based on Feature Importance. KI - Künstliche Intelligenz. 2022;36(3-4):211-224. doi:10.1007/s13218-022-00766-6
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| DOI
2022 | Journal Article | LibreCat-ID: 51348
Schmid U, Wrede B. What is Missing in XAI So Far? KI - Künstliche Intelligenz. 2022;36(3-4):303-315. doi:10.1007/s13218-022-00786-2
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| DOI
2022 | Journal Article | LibreCat-ID: 51366
Schmid U, Wrede B. Explainable AI. KI - Künstliche Intelligenz. 2022;36(3-4):207-210. doi:10.1007/s13218-022-00788-0
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2022 | Journal Article | LibreCat-ID: 51365
Wrede B. AI: Back to the Roots? KI - Künstliche Intelligenz. 2022;36(2):117-120. doi:10.1007/s13218-022-00773-7
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| DOI
2022 | Journal Article | LibreCat-ID: 51349
Fisher JB, Lohmer V, Kern F, Barthlen W, Gaus S, Rohlfing K. Exploring Monological and Dialogical Phases in Naturally Occurring Explanations. KI - Künstliche Intelligenz. 2022;36(3-4):317-326. doi: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. Agnostic Explanation of Model Change based on Feature Importance. KI - Künstliche Intelligenz. 2022;36(3-4):211-224. doi:10.1007/s13218-022-00766-6
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 52862
Turhan A-Y. A Double Take at Conferences: The Hybrid Format. KI - Künstliche Intelligenz. 2022;36(1):1-4. doi: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. A novel Interval Type-2 Fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives. Expert Systems with Applications. 2022;200. doi:10.1016/j.eswa.2022.117188
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2021 | Conference Paper | LibreCat-ID: 27491
Höper L. Developing and Evaluating the Concept Data Awareness for K12 Computing Education. In: 21st Koli Calling International Conference on Computing Education Research. Koli Calling ’21. Association for Computing Machinery; 2021. doi:10.1145/3488042.3490509
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2021 | Conference Paper | LibreCat-ID: 23779
Bernijazov R, Dicks A, Dumitrescu R, 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 S, Möllmann (Frick) NRJ, Mirbabaie M, Hofeditz L, Ross B. Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality. International Journal of Management Practice. Published online 2021.
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2021 | Journal Article | LibreCat-ID: 30114
Gölz CJ, Mora K, Rudisch J, et al. Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns. Neural Networks. 2021;142:363-374. doi:10.1016/j.neunet.2021.04.029
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2021 | Journal Article | LibreCat-ID: 31400
Goelz C, Mora K, Rudisch J, et al. Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns. Neural Networks. 2021;142:363-374. doi:10.1016/j.neunet.2021.04.029
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| DOI
2021 | Journal Article | LibreCat-ID: 45849
Mahmood Y, Meier A. Parameterised complexity of model checking and satisfiability in propositional dependence logic. Annals of Mathematics and Artificial Intelligence. 2021;90(2-3):271-296. doi:10.1007/s10472-021-09730-w
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2019 | Conference Paper | LibreCat-ID: 15332
Schlichtig M, Opel SA, Budde L, Schulte C. Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material. In: Jasutė E, Pozdniakov S, eds. ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings. Vol 12. ; 2019:65-73.
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2017 | Journal Article | LibreCat-ID: 42677
Klowait N. The quest for appropriate models of human-likeness: anthropomorphism in media equation research. AI & SOCIETY. 2017;33(4):527-536. doi:10.1007/s00146-017-0746-z
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2016 | Journal Article | LibreCat-ID: 48306
Habernal I, Gurevych I. Argumentation Mining in User-Generated Web Discourse. Computational Linguistics. 2016;43(1):125-179. doi:10.1162/coli_a_00276
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| DOI
2016 | Journal Article | LibreCat-ID: 52747
Borgwardt S, Mailis T, Peñaloza R, Turhan A-Y. Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies. Journal on Data Semantics. 2016;5(2):55-75. doi: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. Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies. Journal on Data Semantics. 2016;5(2):55-75. doi:10.1007/s13740-015-0055-y
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2012 | Journal Article | LibreCat-ID: 50438
Baraté A, Haus G, Ludovico LA, Mauro DA. IEEE 1599 for Live Musical and Theatrical Performances. Journal of Multimedia. 2012;7(2). doi:10.4304/jmm.7.2.170-178
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| DOI
2009 | Conference Paper | LibreCat-ID: 9736
Klöpper B, Sondermann-Wölke C, Romaus C, Vöcking H. 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. ; 2009:104-111. doi:10.1109/CICA.2009.4982790
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