Palavras-chave:
- 4-part harmonization
- adaptive directed mutation
- Agent-based AI
- Aggregation method resilience
- AI ethics
- anticipated fitness evaluation
- Armonización a 4 voces
- Búsqueda local
- CIU
- Communication Efficiency
- Computational Creativity
- computer vision
- Data-driven models
- Directed Mutation
- Enseñanza automática evolutiva
- Enseñanza humana
- Evolutionary Machine Teaching
- Evolutionary rule extraction
- explainability
- Explainable AI
- FedAVG
- federated learning
- FedGP
- Finance
- Genetic Algorithm
- Genetic Programming
- Human Teaching
- Hybrid AI
- LLMs.
- Local Search
- machine learning
- manipulation
- Mask R-CNN
- Model Aggregation
- Models Aggregation
- Multi-Agent Systems
- Multi-Agents System
- Mutación dirigida
- object detection
- Object segmentation
- Optical Music Recognition
- Personalized AI
- Robotics
- Rule-based systems
- search space reduction
- Smart Agriculture
- SME Default
- Vineyard pruning
- Vineyards
- YOLOv8
- YOLOv9
Publicações de Elia Pacioni
2026
| and , A Framework for Comparing SATB Harmonization Approaches, in: ACM GECCO 2026 (GECCO ’26 Companion)., ACM, 2026 |
| , , , and , Agent-based Hybrid AI Models and Technologies: A systematic Literature Review (2026), in: IEEE Access, 14(21148-21166) |
[DOI] |
| , , , and , Evolutionary Rule Extraction from Corporate Default Prediction Models, in: EXTRAAMAS 2026, 2026 |
|
| , , and , FedGP Resilience: A Comparative Study with Standard Federated Aggregation Methods under Adversarial Scenarios, 2026 |
|
2025
| and , Advancing 4-Part Evolutionary Harmony Through Analysis of Human–Machine Approaches to Teaching–Learning (2025), in: Complexity, 2025:1 |
[DOI] [URL] |
| , and , Beneficios mutuos de la enseñanza-aprendizaje máquina-humano, in: XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (maeb 2025), San Sebastián, Spain, 2025 |
[URL] |
| , , , and , Beyond Technical Transparency: Explainability as a Safeguard Against Manipulative AI*, in: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE), IEEE, Ancona (Italy), 2025 |
|
| and , Combining local search and directed mutation in evolutionary approaches to 4-part harmony, in: Artificial Intelligence in Music, Sound, Art and Design: 14th International Conference, EvoMUSART 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23–25, 2025, Proceedings, Trieste, Italy, páginas 141-155, Springer, 2025 |
[DOI] [URL] |
| , , and , Decentralized Optical Music Recognition Using YOLO and FedGP for Music Education, in: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE), IEEE, Ancona (Italy), 2025 |
|
| , and , FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with non-IID data, in: Applications of Evolutionary Computation: 28th European Conference EvoApplications 2025 Helds as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Trieste, Italy, páginas 419–434, Springer, 2025 |
[DOI] [URL] |
| , , and , Genetic Programming in Federated Aggregation: A comparison of FedGP with State of the Art Methods, ICAART, 2025 |
|
| , and , Towards a Meaningful Communication and Model Aggregation in Federated Learning via Genetic Programming, in: Proceedings of the 17th International Conference on Agents and Artificial Intelligence: ICAART, Porto, Portugal, páginas 1427-1431, Springer, 2025 |
[DOI] [URL] |
| , , , , and , Towards intelligent pruning of vineyards by direct detection of cutting areas (2025), in: MDPI Agriculture, Digital Agriculture, 15:11 |
[URL] |
| , , , , and , Vineyard dataset for automatic pruning based on main parts localization (2025), in: Data in Brief, Elsevier, 59 |
[DOI] [URL] |