Elia Pacioni

According to our database, Elia Pacioni authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

Evolutionary Rule Extraction from Corporate Default Prediction Models.

Desirè Fabbretti, Matteo Pasquino, Elia Pacioni, Caterina Lucarelli, Davide Calvaresi

CoRR, May, 2026

Agent-Based Hybrid AI Models and Technologies: A Systematic Literature Review.

Elia Pacioni, Andrei C. Coman, Davide Calvaresi, Gaetano Manzo, Michael Ignaz Schumacher

IEEE Access, 2026

FedGP Resilience: A Comparative Study with Standard Federated Aggregation Methods Under Adversarial Scenarios.

Elia Pacioni, Célien Muller, Francisco Fernández de Vega, Davide Calvaresi

Proceedings of the Applications of Evolutionary Computation - 29th European Conference, 2026

2025

Advancing 4-Part Evolutionary Harmony Through Analysis of Human-Machine Approaches to Teaching-Learning.

Elia Pacioni, Francisco Fernández de Vega

Complex., 2025

Beyond Technical Transparency: Explainability as a Safeguard Against Manipulative AI.

Ermanno Petrocchi, Simona Tiribelli, Berk Buzcu, Elia Pacioni, Davide Calvaresi

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025

Decentralized Optical Music Recognition Using YOLO and FedGP for Music Education.

Andrea Marselletti, Elia Pacioni, Francisco Fernández de Vega, Davide Calvaresi

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025

Towards a Meaningful Communication and Model Aggregation in Federated Learning via Genetic Programming.

Elia Pacioni, Francisco Fernández de Vega, Davide Calvaresi

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Combining Local Search and Directed Mutation in Evolutionary Approaches to 4-Part Harmony.

Elia Pacioni, Francisco Fernández de Vega

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2025

FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with Non-IID Data.

Elia Pacioni, Francisco Fernández de Vega, Davide Calvaresi

Proceedings of the Applications of Evolutionary Computation - 28th European Conference, 2025

2024

On the Impact of Directed Mutation Applied to Evolutionary 4-Part Harmony Models.

Elia Pacioni, Francisco Fernández de Vega

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024

Paving the Way Towards Evolutionary Machine Teaching: An Application to 4-Part Harmony.

Elia Pacioni, Francisco Fernández de Vega

Proceedings of the Artificial Evolution, 2024

2023

Evolutionary Algorithms: A new hope for the future of music teaching.

Francisco Fernández de Vega, Jorge Alvarado, Abel Sánchez, Manuel Serrano, Elia Pacioni

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023