Visualization for AI Explainability

This special section features articles on human-centered design and the use of user interfaces and data visualizations in support of making systems, which employ artificial intelligence and machine learning, easier to understand and more accurately to interpret, thus supporting their transparency and increasing trust in their application, whether it is during the design and development phase of a model, during its training and execution, or in a post hoc phase focusing on the use of models in practical applications.