Eleonora Cappuccio

According to our database, Eleonora Cappuccio authored at least 13 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Integrating human knowledge for explainable AI.

Eleonora Cappuccio, Bahavathy Kathirgamanathan, Salvatore Rinzivillo, Gennady L. Andrienko, Natalia V. Andrienko

Mach. Learn., November, 2025

Explanation User Interfaces: A Systematic Literature Review.

Eleonora Cappuccio, Andrea Esposito, Francesco Greco, Giuseppe Desolda, Rosa Lanzilotti, Salvatore Rinzivillo

CoRR, May, 2025

Interactive Visual Exploration of Latent Spaces for Explainable AI: Bridging Concepts and Features.

Carlo Metta, Eleonora Cappuccio, Salvatore Rinzivillo

Proceedings of the Joint Proceedings of the ACM IUI 2025 Workshops co-located with the 30th Annual ACM Conference on Intelligent User Interfaces (IUI 2025), 2025

Mind the AI-GAP 2025: Co-Designing Socio-Technical Systems (Preface).

Costanza Alfieri, Eleonora Cappuccio, Donatella Donati, Miriam Felici, Marta Marchiori Manerba, Benedetta Muscato, Clara Punzi, Beatrice Savoldi

Proceedings of the Workshops at the Fourth International Conference on Hybrid Human-Artificial Intelligence co-located with the Fourth International Conference on Hybrid Human-Artificial Intelligence (HHAI 2025), 2025

2024

Developing Human-Centric Machine Learning Models for Temporal Data.

Bahavathy Kathirgamanathan, Eleonora Cappuccio, Salvatore Rinzivillo, Gennady L. Andrienko, Natalia V. Andrienko

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Generating Explanatory Rules for Temporal Data Using Prior Knowledge.

Eleonora Cappuccio, Bahavathy Kathirgamanathan, Salvatore Rinzivillo, Gennady L. Andrienko, Natalia V. Andrienko

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Treemob: Expressive Mobility Data Representation Through Tree-Based Structures.

Marta Fioravanti, Eleonora Cappuccio, Salvatore Rinzivillo, Riccardo Guidotti

Proceedings of the Intelligent Transport Systems - 8th International Conference, 2024

Exploring Large Language Models Capabilities to Explain Decision Trees.

Paulo Bruno S. Serafim, Pierluigi Crescenzi, Gizem Gezici, Eleonora Cappuccio, Salvatore Rinzivillo, Fosca Giannotti

Proceedings of the HHAI 2024: Hybrid Human AI Systems for the Social Good, 2024

An Interactive Interface for Feature Space Navigation.

Eleonora Cappuccio, Isacco Beretta, Marta Marchiori Manerba, Salvatore Rinzivillo

Proceedings of the HHAI 2024: Hybrid Human AI Systems for the Social Good, 2024

Beyond Headlines: A Corpus of Femicides News Coverage in Italian Newspapers.

Eleonora Cappuccio, Benedetta Muscato, Laura Pollacci, Marta Marchiori Manerba, Clara Punzi, Chandana Sree Mala, Margherita Lalli, Gizem Gezici, Michela Natilli, Fosca Giannotti

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

2023

User-Driven Counterfactual Generator: A Human Centered Exploration.

Isacco Beretta, Eleonora Cappuccio, Marta Marchiori Manerba

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

FIPER: A Visual-Based Explanation Combining Rules and Feature Importance.

Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations.

Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo

Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023