Xbest: Generative AI towards Inference to the Best Explanation

Status:

active

The purpose of this project – XBest – is to improve the transparency of AI systems by developing a novel theoretical framework to achieve Inference to the Best Explanation (IBE) for eXplainable AI (XAI).

[Show all publications]

A Theoretical Probabilistic Framework for Explaining Generative AI (Sep 2025)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Mir Riyanul Islam
International conference on Advanced Machine Learning and Data Science (AMLDS 25)

Towards Sustainable AI Development: A Focus on Transparency and Explainability (Jul 2025)
Shahina Begum, Mobyen Uddin Ahmed, Mosarrat Farhana
2nd International Conference on Creativity, Technology, and Sustainability (CCTS)

Shahina Begum, Professor

Email: shahina.begum@mdu.se
Room: U1-089
Phone: +46-21-107370