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35 Publications
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 | Conference Paper | LibreCat-ID: 48775
On Feature Removal for Explainability in Dynamic Environments
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
2023 | Conference Paper | LibreCat-ID: 52230
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
LibreCat
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
2022 | Conference Abstract | LibreCat-ID: 46289 | 
Folgen wiederholter Negation auf die Aufmerksamkeit
N.C. Banh, I. Scharlau, K.J. Rohlfing, in: C. Bermeitinger, W. Greve (Eds.), 52. Kongress Der Deutschen Gesellschaft Für Psychologie, 2022.
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N.C. Banh, I. Scharlau, K.J. Rohlfing, in: C. Bermeitinger, W. Greve (Eds.), 52. Kongress Der Deutschen Gesellschaft Für Psychologie, 2022.
2022 | Conference Abstract | LibreCat-ID: 46285
Gesundes Misstrauen gegenüber Erklärungen
T.M. Peters, I. Scharlau, in: C. Bermeitinger, W. Greve (Eds.), 52. Kongress Der Deutschen Gesellschaft Für Psychologie, Pabst Science Publisher, 2022.
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T.M. Peters, I. Scharlau, in: C. Bermeitinger, W. Greve (Eds.), 52. Kongress Der Deutschen Gesellschaft Für Psychologie, Pabst Science Publisher, 2022.
2022 | Conference Paper | LibreCat-ID: 33696 |
Technically enabled explaining of voice characteristics
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
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J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
2022 | Journal Article | LibreCat-ID: 51348
What is Missing in XAI So Far?
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
LibreCat
| DOI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
2022 | Journal Article | LibreCat-ID: 51366
Explainable AI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
LibreCat
| DOI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
2022 | Journal Article | LibreCat-ID: 51365
AI: Back to the Roots?
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
LibreCat
| DOI
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
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.
LibreCat
| DOI
J.B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, K. Rohlfing, KI - Künstliche Intelligenz 36 (2022) 317–326.
2022 | Journal Article | LibreCat-ID: 51344
Which “motionese” parameters change with children's age? Disentangling attention-getting from action-structuring modifications
K. Rohlfing, A.-L. Vollmer, J. Fritsch, B. Wrede, Frontiers in Communication 7 (2022).
LibreCat
| DOI
K. Rohlfing, A.-L. Vollmer, J. Fritsch, B. Wrede, Frontiers in Communication 7 (2022).
2022 | Conference Paper | LibreCat-ID: 51343
Formalizing cognitive biases in medical diagnostic reasoning
D. Battefeld, S. Kopp, in: Presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier., 2022.
LibreCat
D. Battefeld, S. Kopp, in: Presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier., 2022.
2022 | Conference Paper | LibreCat-ID: 51346
An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems
A. Groß, C. Schütze, B. Wrede, B. Richter, in: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 154–159.
LibreCat
| DOI
A. Groß, C. Schütze, B. Wrede, B. Richter, in: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 154–159.
2022 | Conference Paper | LibreCat-ID: 51347
Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming
C. Schütze, A. Groß, B. Wrede, B. Richter, in: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 166–170.
LibreCat
| DOI
C. Schütze, A. Groß, B. Wrede, B. Richter, in: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 166–170.
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.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, KI - Künstliche Intelligenz 36 (2022) 211–224.