3 papers
cs.HC2025
A Frank System for Co-Evolutionary Hybrid Decision-Making
Federico Mazzoni, Riccardo Guidotti, Alessio Malizia
We introduce Frank, a human-in-the-loop system for co-evolutionary hybrid decision-making aiding the user to label records from an un-labeled dataset. Frank employs incremental lea…
cs.AI2024
Bridging the Gap in Hybrid Decision-Making Systems
Federico Mazzoni, Roberto Pellungrini, Riccardo Guidotti
We introduce BRIDGET, a novel human-in-the-loop system for hybrid decision-making, aiding the user to label records from an un-labeled dataset, attempting to ``bridge the gap'' bet…
cs.AI2023
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions
Luca Longo, Mario Brcic, Federico Cabitza +16
As systems based on opaque Artificial Intelligence (AI) continue to flourish in diverse real-world applications, understanding these black box models has become paramount. In respo…