Work

The Role of Graph Theory in Explainable AI (XAI)

Year: 2025

Type: article

Abstract: These days, deep neural networks (DNNs) are used widely in autonomous vehicles, healthcare, military and other mission-critical systems with direct effect on lives of people. Its use is challenged by the black-box problem of DNN, raising regulatory and ethical concerns like lack of trust. In “Artificial Intelligence (AI)”, “Explainable AI (XAI)” promotes a range of techniques, tools, and models to generate high-quality, intuitive, interpretable, and simple explanations of AI decisions.

Source: Journal of Informatics Education and Research

DOI: 10.52783/jier.v5i2.2519

Author: Preeti Panwar

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4409443073

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