Increasing interpretability in XAI: Addressing the design principles for interactive XUIs to increase interpretability in XAI for end-users

Recent advancements in artificial intelligence (AI), particularly in deep learning, have significantly enhanced AI capabilities but have also led to more complex and less interpretable algorithms. This research addresses the challenge of Explainable AI (XAI) by focusing on enhancing the interpretability of AI decisions through the use of...