Explainable Artificial Intelligence (XAI)

This cluster of papers focuses on Explainable Artificial Intelligence (XAI) and the development of interpretable models, visual explanations, and responsible machine learning interpretability. It explores concepts, challenges, and opportunities in XAI, including the use of gradient-based localization, understanding deep neural networks, feature importance, and addressing black box models. The papers also discuss the responsibility and ethical considerations in AI.

Journals publishing in this area

1

Machine Learning

Machine Learning

ISSN 0885-6125134 articles in this topic

260h-index

2.73Impact

3.9KArticles

620.6KCitations

2

International Journal of Computing and Artificial Intelligence

ISSN 2707-65719 articles in this topic

6h-index

0.18Impact

307Articles

210Citations

3

International Journal of Cloud Computing and Database Management

ISSN 2707-59074 articles in this topic

3h-index

0.23Impact

147Articles

49Citations