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37 Publications


2024 | Journal Article | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
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2023 | Journal Article | LibreCat-ID: 48290
Mining legal arguments in court decisions
I. Habernal, D. Faber, N. Recchia, S. Bretthauer, I. Gurevych, I. Spiecker genannt Döhmann, C. Burchard, Artificial Intelligence and Law (2023).
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2023 | Journal Article | LibreCat-ID: 48777
Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning (2023).
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2023 | Journal Article | LibreCat-ID: 48779
“I do not know! but why?” — Local model-agnostic example-based explanations of reject
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
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2023 | Journal Article | LibreCat-ID: 44639
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2023).
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2023 | Journal Article | LibreCat-ID: 49516
RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research
A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics and AI 10 (2023).
LibreCat | Files available | DOI
 

2023 | Conference Paper | LibreCat-ID: 50121
AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization
D. Leffrang, in: International Conference on Information Systems, 2023.
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2023 | Journal Article | LibreCat-ID: 50262
Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
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2022 | Conference Paper | LibreCat-ID: 27506 | OA
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 | OA
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 30193
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies
M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022).
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2022 | Journal Article | LibreCat-ID: 34046
Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers' Use of Cruise Control
C. Hoffmann, K. Thommes, IEEE Transactions on Human-Machine Systems (2022) 1–11.
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2022 | Journal Article | LibreCat-ID: 34703
Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles
K. Rohlfing, N. Altvater-Mackensen, N. Caruana, R. van den Berghe, B. Bruno, N.F. Tolksdorf, A. Hanulíková, Frontiers in Robotics and AI 9 (2022).
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2022 | Journal Article | LibreCat-ID: 33684 | OA
Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms
R. Schade, T. Kenter, H. Elgabarty, M. Lass, O. Schütt, A. Lazzaro, H. Pabst, S. Mohr, J. Hutter, T. Kühne, C. Plessl, Parallel Computing 111 (2022).
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2022 | Journal Article | LibreCat-ID: 44637
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
LibreCat | DOI
 

2022 | Journal Article | LibreCat-ID: 34295
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports (2022).
LibreCat | DOI
 

2022 | Journal Article | LibreCat-ID: 44636
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
LibreCat | DOI
 

2022 | Journal Article | LibreCat-ID: 50263
Agnostic Explanation of Model Change based on Feature Importance
M. Muschalik, F. Fumagalli, B. Hammer, E. Hüllermeier, KI - Künstliche Intelligenz 36 (2022) 211–224.
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2022 | Journal Article | LibreCat-ID: 51348
What is Missing in XAI So Far?
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
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2022 | Journal Article | LibreCat-ID: 51366
Explainable AI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
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2022 | Journal Article | LibreCat-ID: 51365
AI: Back to the Roots?
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
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2022 | Journal Article | LibreCat-ID: 51349
Exploring Monological and Dialogical Phases in Naturally Occurring Explanations
J.B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, K. Rohlfing, KI - Künstliche Intelligenz 36 (2022) 317–326.
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2022 | Journal Article | LibreCat-ID: 48780
Agnostic Explanation of Model Change based on Feature Importance
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, KI - Künstliche Intelligenz 36 (2022) 211–224.
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2022 | Journal Article | LibreCat-ID: 52862
A Double Take at Conferences: The Hybrid Format
A.-Y. Turhan, KI - Künstliche Intelligenz 36 (2022) 1–4.
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2021 | Conference Paper | LibreCat-ID: 27491
Developing and Evaluating the Concept Data Awareness for K12 Computing Education
L. Höper, in: 21st Koli Calling International Conference on Computing Education Research, Association for Computing Machinery, New York, NY, USA, 2021.
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2021 | Conference Paper | LibreCat-ID: 23779
A Meta-Review on Artificial Intelligence in Product Creation
R. Bernijazov, A. Dicks, R. Dumitrescu, M. Foullois, J.M. Hanselle, E. Hüllermeier, G. Karakaya, P. Ködding, V. Lohweg, M. Malatyali, F. Meyer auf der Heide, M. Panzner, C. Soltenborn, in: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.
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2021 | Journal Article | LibreCat-ID: 37155
Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality
S. Stieglitz, N.R.J. Möllmann (Frick), M. Mirbabaie, L. Hofeditz, B. Ross, International Journal of Management Practice (2021).
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2021 | Journal Article | LibreCat-ID: 30114
Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns
C.J. Gölz, K. Mora, J. Rudisch, R. Gaidai, E. Reuter, B. Godde, C. Reinsberger, C. Voelcker-Rehage, S. Vieluf, Neural Networks 142 (2021) 363–374.
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2021 | Journal Article | LibreCat-ID: 31400
Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns
C. Goelz, K. Mora, J. Rudisch, R. Gaidai, E. Reuter, B. Godde, C. Reinsberger, C. Voelcker-Rehage, S. Vieluf, Neural Networks 142 (2021) 363–374.
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2021 | Journal Article | LibreCat-ID: 45849
Parameterised complexity of model checking and satisfiability in propositional dependence logic
Y. Mahmood, A. Meier, Annals of Mathematics and Artificial Intelligence 90 (2021) 271–296.
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2019 | Conference Paper | LibreCat-ID: 15332
Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material
M. Schlichtig, S.A. Opel, L. Budde, C. Schulte, in: E. Jasutė, S. Pozdniakov (Eds.), ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings, 2019, pp. 65–73.
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2017 | Journal Article | LibreCat-ID: 42677 LibreCat | DOI
 

2016 | Journal Article | LibreCat-ID: 48306
Argumentation Mining in User-Generated Web Discourse
I. Habernal, I. Gurevych, Computational Linguistics 43 (2016) 125–179.
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2016 | Journal Article | LibreCat-ID: 52747
Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies
S. Borgwardt, T. Mailis, R. Peñaloza, A.-Y. Turhan, Journal on Data Semantics 5 (2016) 55–75.
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2016 | Journal Article | LibreCat-ID: 52803
Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies
S. Borgwardt, T. Mailis, R. Peñaloza, A.-Y. Turhan, Journal on Data Semantics 5 (2016) 55–75.
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2012 | Journal Article | LibreCat-ID: 50438
IEEE 1599 for Live Musical and Theatrical Performances
A. Baraté, G. Haus, L.A. Ludovico, D.A. Mauro, Journal of Multimedia 7 (2012).
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2009 | Conference Paper | LibreCat-ID: 9736
Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems
B. Klöpper, C. Sondermann-Wölke, C. Romaus, H. Vöcking, in: Computational Intelligence in Control and Automation, 2009. CICA 2009. IEEE Symposium On, 2009, pp. 104–111.
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