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45 Publications
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2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 53213
Amiri, Arman, et al. “An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction.” Internet of Things, vol. 25, 101027, Elsevier BV, 2024, doi:10.1016/j.iot.2023.101027.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 48290
Habernal, Ivan, et al. “Mining Legal Arguments in Court Decisions.” Artificial Intelligence and Law, Springer Science and Business Media LLC, 2023, doi:10.1007/s10506-023-09361-y.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 48777
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, Springer Science and Business Media LLC, 2023, doi:10.1007/s10994-023-06385-y.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 48779
Artelt, André, et al. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing, vol. 558, 126722, Elsevier BV, 2023, doi:10.1016/j.neucom.2023.126722.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 44639
Hoppe, Julia Amelie, 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, vol. 9, 100258, Elsevier BV, 2023, doi:10.1016/j.chbr.2022.100258.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 49516
Groß, André, et al. “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot Interaction Research.” Frontiers in Robotics and AI, vol. 10, Frontiers Media SA, 2023, doi:10.3389/frobt.2023.1245501.
LibreCat
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| DOI
2023 | Conference Paper | LibreCat-ID: 50121
Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” International Conference on Information Systems, no. 10, 2023.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, vol. 112, no. 12, Springer Science and Business Media LLC, 2023, pp. 4863–903, doi:10.1007/s10994-023-06385-y.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53301
Vieluf, Solveig, et al. “Developing a Deep Canonical Correlation-Based Technique for Seizure Prediction.” Expert Systems with Applications, vol. 234, 120986, Elsevier BV, 2023, doi:10.1016/j.eswa.2023.120986.
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