2 papers
cs.AI2026
Explainability Assistant: A Conversational XAI Interface for Interpreting Energy Consumption Models
Rodion Krjutškov, Eduard Barbu, Nikos Sakkas +1
Energy consumption forecasting relies on increasingly complex machine learning (ML) models, such as Genetic Programming-based symbolic regressors, whose predictions can be difficul…
cs.LG2024
Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis
Eduard Barbu, Marharyta Domnich, Raul Vicente +2
This study presents insights gathered from surveys and discussions with specialists in three domains, aiming to find essential elements for a universal explanation framework that c…