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Erklärbare Künstliche Intelligenz - Steigerung der Nachvollziehbarkeit überwachter maschineller Lernverfahren

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: German Series: Karlsruher Schriften zur AnthropomatikPublisher: Karlsruhe, Germany : KIT Scientific Publishing : KIT Scientific Publishing [Imprint], 2026Description: 1 Online-Ressource (1 electronic resource 262 p.)ISBN:
  • 9783731512660
Subject(s): Online resources: Summary: Artificial Intelligence is increasingly used in everyday applications. However, its high complexity often leads to a lack of transparency. Explainable Artificial Intelligence addresses this issue by making models and their decisions more understandable. This work contributes to explainable supervised machine learning by introducing a procedure model with five types of explanations and proposing global and local surrogate models to explain both overall model behavior and individual decisionsPPN: PPN: 198397515XPackage identifier: Produktsigel: ZDB-94-OAB
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Open Access. Unrestricted online access star

Namensnennung - Weitergabe unter gleichen Bedingungen 4.0 International CC BY-SA 4.0 cc:

https://creativecommons.org/licenses/by-sa/4.0/

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