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Category: Veröffentlichung

Unter dieser Kategorie werden Veröffentlichungen von Papern oder Dissertationen des Instituts veröffentlicht.

New arXiv Preprint: Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution

The article explores the integration of Explainable Artificial Intelligence (XAI) in enhancing deep learning performance. Focusing on regression problems, it introduces a feature selection pipeline using Integrated Gradients and k-means clustering, applied to blade vibration analysis in turbo machinery development.

AI, Kooperation, TH Köln, Turbo Machinery, XAI

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