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35 Publications
2023 | Journal Article | LibreCat-ID: 50262
@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, volume={112}, DOI={10.1007/s10994-023-06385-y}, number={12}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={4863–4903} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48775
@inproceedings{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={On Feature Removal for Explainability in Dynamic Environments}, DOI={10.14428/esann/2023.es2023-148}, booktitle={ESANN 2023 proceedings}, publisher={i6doc.com publ.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52230
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2023, title={SHAP-IQ: Unified Approximation of any-order Shapley Interactions}, volume={36}, booktitle={NeurIPS 2023 - Advances in Neural Information Processing Systems}, publisher={Curran Associates, Inc.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={11515--11551} }
LibreCat
2022 | Conference Abstract | LibreCat-ID: 46289 | 
@inproceedings{Banh_Scharlau_Rohlfing_2022, series={Pabst Science Publishers}, title={Folgen wiederholter Negation auf die Aufmerksamkeit}, booktitle={52. Kongress der Deutschen Gesellschaft für Psychologie}, author={Banh, Ngoc Chi and Scharlau, Ingrid and Rohlfing, Katharina J.}, editor={Bermeitinger, Christina and Greve, Werner }, year={2022}, collection={Pabst Science Publishers} }
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2022 | Conference Abstract | LibreCat-ID: 46285
@inproceedings{Peters_Scharlau_2022, series={52. Kongress der Deutschen Gesellschaft für Psychologie - Abstracts}, title={Gesundes Misstrauen gegenüber Erklärungen}, booktitle={52. Kongress der Deutschen Gesellschaft für Psychologie}, publisher={Pabst Science Publisher}, author={Peters, Tobias Martin and Scharlau, Ingrid}, editor={Bermeitinger, Christina and Greve, Werner}, year={2022}, collection={52. Kongress der Deutschen Gesellschaft für Psychologie - Abstracts} }
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2022 | Conference Paper | LibreCat-ID: 33696 |
@inproceedings{Wiechmann_Glarner_Rautenberg_Wagner_Haeb-Umbach_2022, title={Technically enabled explaining of voice characteristics}, booktitle={18. Phonetik und Phonologie im deutschsprachigen Raum (P&P)}, author={Wiechmann, Jana and Glarner, Thomas and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 51348
@article{Schmid_Wrede_2022, title={What is Missing in XAI So Far?}, volume={36}, DOI={10.1007/s13218-022-00786-2}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Schmid, Ute and Wrede, Britta}, year={2022}, pages={303–315} }
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2022 | Journal Article | LibreCat-ID: 51366
@article{Schmid_Wrede_2022, title={Explainable AI}, volume={36}, DOI={10.1007/s13218-022-00788-0}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Schmid, Ute and Wrede, Britta}, year={2022}, pages={207–210} }
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| DOI
2022 | Journal Article | LibreCat-ID: 51365
@article{Wrede_2022, title={AI: Back to the Roots?}, volume={36}, DOI={10.1007/s13218-022-00773-7}, number={2}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Wrede, Britta}, year={2022}, pages={117–120} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51349
@article{Fisher_Lohmer_Kern_Barthlen_Gaus_Rohlfing_2022, title={Exploring Monological and Dialogical Phases in Naturally Occurring Explanations}, volume={36}, DOI={10.1007/s13218-022-00787-1}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Fisher, Josephine B. and Lohmer, Vivien and Kern, Friederike and Barthlen, Winfried and Gaus, Sebastian and Rohlfing, Katharina}, year={2022}, pages={317–326} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51344
@article{Rohlfing_Vollmer_Fritsch_Wrede_2022, title={Which “motionese” parameters change with children’s age? Disentangling attention-getting from action-structuring modifications}, volume={7}, DOI={10.3389/fcomm.2022.922405}, journal={Frontiers in Communication}, publisher={Frontiers Media SA}, author={Rohlfing, Katharina and Vollmer, Anna-Lisa and Fritsch, Jannik and Wrede, Britta}, year={2022} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 51343
@inproceedings{Battefeld_Kopp_2022, title={Formalizing cognitive biases in medical diagnostic reasoning}, booktitle={Presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier.}, author={Battefeld, Dominik and Kopp, Stefan}, year={2022} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 51346
@inproceedings{Groß_Schütze_Wrede_Richter_2022, title={An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems}, DOI={10.1145/3536220.3558070}, booktitle={INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION}, publisher={ACM}, author={Groß, André and Schütze, Christian and Wrede, Britta and Richter, Birte}, year={2022}, pages={154–159} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 51347
@inproceedings{Schütze_Groß_Wrede_Richter_2022, title={Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming}, DOI={10.1145/3536220.3558072}, booktitle={INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION}, publisher={ACM}, author={Schütze, Christian and Groß, André and Wrede, Britta and Richter, Birte}, year={2022}, pages={166–170} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 48780
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2022, title={Agnostic Explanation of Model Change based on Feature Importance}, volume={36}, DOI={10.1007/s13218-022-00766-6}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2022}, pages={211–224} }
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| DOI