Strategies for applying interpretable and explainable AI in real world IoT applications

Strategies for applying interpretable and explainable AI in real world IoT applications

Abstract With the growing complexity of AI models, and as well as the requirement for transparency and trust, integrating XAI into IoT applications is gaining greater momentum. Most traditional AI models are regarded as "black boxes," in which understanding decision-making processes presen...

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Bibliographic Details
Main Authors: Anber Abraheem Shlash Mohammad, Suleiman Ibrahim Shelash Mohammad, Badrea Al Oraini, Asokan Vasudevan, Ayman Hindieh, Ali Altarawneh, Muhammad Turki Alshurideh, Imad Ali
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Internet of Things
Subjects:
Explainable Artificial Intelligence (XAI)
Interpretable AI
Post-hoc Analysis
SHAP
LIME
XAI in IoT
Online Access:https://doi.org/10.1007/s43926-025-00155-z
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https://doi.org/10.1007/s43926-025-00155-z

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