In the field of finance, the synergy between Artificial Intelligence (AI) and statistical methodologies has remarkably transformed decision-making frameworks. The introduction of Explainable AI (XAI) tools has further accentuated the significance of statistical methods, especially in fostering transparency and comprehensibility within financial decision-making processes.
This VGM is dedicated to advancing statistical models that serve as the bedrock for XAI tools. It involves 1. University of Naples Federico II (Italy), 2. University of Prishtina "Hasan Prishtina" (Kosovo), 3. Kadir Has University (Turkey), 4. Babeș-Bolyai University (Romania), 5. University of Pavia (Italy), 6. University of Tirana (Albania), 7. University College Dublin (Ireland). The VGM encompasses two primary perspectives: a methodological aspect, exploring novel statistical methods, and an application aspect, utilizing the proposed methodologies to analyze data with the involvement of key actors and stakeholders.