EXPLORE: A Novel Method for Local Explanations

URN zum Zitieren dieses Dokuments:: urn:nbn:de:bvb:355-epub-594698
DOI zum Zitieren dieses Dokuments:: 10.5283/epub.59469

Heinrich, Bernd ; Krapf, Thomas ; Miethaner, Paul

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Veröffentlichungsdatum dieses Volltextes: 05 Nov 2024 05:21

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Zusammenfassung

Artificial Intelligence (AI) and especially Machine Learning (ML) models are ubiquitous in research, business and society. However, the predictions of many ML models are often not transparent for users due to their black box nature. Therefore, several Explainable AI (XAI) methods aiming to provide local explanations for individual ML model predictions have been proposed. Importantly, existing XAI ...