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45 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.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
2024 | Journal Article | LibreCat-ID: 53213
An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction
A. Amiri, M. Tavana, H. Arman, Internet of Things 25 (2024).
LibreCat
| DOI
A. Amiri, M. Tavana, H. Arman, Internet of Things 25 (2024).
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).
LibreCat
| DOI
I. Habernal, D. Faber, N. Recchia, S. Bretthauer, I. Gurevych, I. Spiecker genannt Döhmann, C. Burchard, Artificial Intelligence and Law (2023).
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).
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning (2023).
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).
LibreCat
| DOI
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
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).
LibreCat
| DOI
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).
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
A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics and AI 10 (2023).
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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D. Leffrang, in: International Conference on Information Systems, 2023.
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.
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
2023 | Journal Article | LibreCat-ID: 53301
Developing a deep canonical correlation-based technique for seizure prediction
S. Vieluf, T. Hasija, M. Kuschel, C. Reinsberger, T. Loddenkemper, Expert Systems with Applications 234 (2023).
LibreCat
| DOI
S. Vieluf, T. Hasija, M. Kuschel, C. Reinsberger, T. Loddenkemper, Expert Systems with Applications 234 (2023).
2023 | Journal Article | LibreCat-ID: 53220
An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks
M. Tavana, A. Khalili Nasr, A.B. Ahmadabadi, A.S. Amiri, H. Mina, Internet of Things 22 (2023).
LibreCat
| DOI
M. Tavana, A. Khalili Nasr, A.B. Ahmadabadi, A.S. Amiri, H. Mina, Internet of Things 22 (2023).
2023 | Journal Article | LibreCat-ID: 53218
Analytic hierarchy process and data envelopment analysis: A match made in heaven
M. Tavana, M. Soltanifar, F.J. Santos-Arteaga, H. Sharafi, Expert Systems with Applications 223 (2023).
LibreCat
| DOI
M. Tavana, M. Soltanifar, F.J. Santos-Arteaga, H. Sharafi, Expert Systems with Applications 223 (2023).
2023 | Journal Article | LibreCat-ID: 53229
A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation
F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, E.C. Tena, IEEE Transactions on Fuzzy Systems 31 (2023) 460–474.
LibreCat
| DOI
F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, E.C. Tena, IEEE Transactions on Fuzzy Systems 31 (2023) 460–474.
2023 | Journal Article | LibreCat-ID: 53228
An integrated decision support framework for resilient vaccine supply chain network design
E.B. Tirkolaee, A.E. Torkayesh, M. Tavana, A. Goli, V. Simic, W. Ding, Engineering Applications of Artificial Intelligence 126 (2023).
LibreCat
| DOI
E.B. Tirkolaee, A.E. Torkayesh, M. Tavana, A. Goli, V. Simic, W. Ding, Engineering Applications of Artificial Intelligence 126 (2023).
2023 | Journal Article | LibreCat-ID: 53230
A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability
H.A. Mahdiraji, M. Tavana, A. Rezayar, Cybernetics and Systems 54 (2023) 104–137.
LibreCat
| DOI
H.A. Mahdiraji, M. Tavana, A. Rezayar, Cybernetics and Systems 54 (2023) 104–137.
2022 | Conference Paper | LibreCat-ID: 27506 | 
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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J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
2022 | Conference Paper | LibreCat-ID: 29539 |
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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).
LibreCat
| DOI
M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022).
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.
LibreCat
| DOI
C. Hoffmann, K. Thommes, IEEE Transactions on Human-Machine Systems (2022) 1–11.
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).
LibreCat
| DOI
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).