FIPER: a visual approach to explainability methods

Presenter: Eleonora Cappuccio

This seminar will present FIPER, a visualization tool that combines explanations through rules and feature importance. An initial overview of the importance of designing human-centered explanations will be given. Use cases will be highlighted, and the results of a preliminary user test will be presented. The main purpose of the seminar will be to show and discuss new developments of the tool and possible applications.