Palavras-chave:
- 4-part harmonization
- A2A Registries
- adaptive directed mutation
- Agent Skills
- Agent-based AI
- Agentic AI
- Aggregation method resilience
- AI ethics
- anticipated fitness evaluation
- Armonización a 4 voces
- auditable AI
- Búsqueda local
- CIU
- Communication Efficiency
- Computational Creativity
- computer vision
- Data-driven models
- Directed Mutation
- Directory Facilitator
- 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
- LLM-based Agents
- LLMs.
- Local Search
- machine learning
- manipulation
- MAS
- Mask R-CNN
- MCP Tools
- Model Aggregation
- Models Aggregation
- Multi-Agent Systems
- Multi-Agents System
- Music Information Retrieval
- Music Teaching Support
- Mutación dirigida
- Neuro-Symbolic AI
- object detection
- Object segmentation
- Optical Music Recognition
- Personalized AI
- Robotics
- rule compilation \and pedagogical review
- Rule-based systems
- search space reduction
- Skill Discovery
- small language models
- Smart Agriculture
- SME Default
- Vineyard pruning
- Vineyards
- YOLO
- YOLOv8
- YOLOv9
Publications of Elia Pacioni sorted by title
A
| and , A Framework for Comparing SATB Harmonization Approaches, in: Genetic and Evolutionary Computation Conference (GECCO Companion ’26), San Jose, Costa Rica, ACM, 2026 |
[DOI] |
| and , Advancing 4-Part Evolutionary Harmony Through Analysis of Human–Machine Approaches to Teaching–Learning (2025), in: Complexity, 2025:1 |
[DOI] [URL] |
| , , , and , Agent-based Hybrid AI Models and Technologies: A systematic Literature Review (2026), in: IEEE Access, 14(21148-21166) |
[DOI] |
| , , , and , AiDER: Auditing and Document Evaluation via Rule Compilation and Small Language Models - An Education Case Study, in: 24th International Conference of the Italian Association for Artificial Intelligence, Perugia, Italy, Springer, 2026 |
[DOI] |
| , , , , and , Autonomous Skill Development: Neuro-Symbolic Agents that Self-Generate Verifiable Tools, in: 24th International Conference of the Italian Association for Artificial Intelligence, Perugia, Springer, 2026 |
[DOI] |
B
| , 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 |
|
C
| 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] |
D
| , , 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 |
|
E
| , , , and , Evolutionary Rule Extraction from Corporate Default Prediction Models, in: EXTRAAMAS 2026, 2026 |
|
| Explainable, Trustworthy, and Responsible AI and Multi-Agent Systems, Springer, 2026 |
[DOI] [URL] |
F
| , , and , FedGP Resilience: A Comparative Study with Standard Federated Aggregation Methods under Adversarial Scenarios, in: Proceedings of EvoStar 2026, Toulouse, France, Springer, 2026 |
[DOI] |
| , 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] |
G
| , , and , Genetic Programming in Federated Aggregation: A comparison of FedGP with State of the Art Methods, ICAART, 2026 |
|
H
| and , Hybrid AI Approaches for Improving 4-part Harmony Learning. Applications to Handwritten Optical Music Recognition., in: AI-LEAP 2026 - 1st International Workshop on AI Learning, Education And Practice, co-located with AIxIA 2026, University of Perugia, October 2026, Perugia, 2026 |
|
M
| , and , Mind the Gap: An Educator-Oriented Hybrid AI Platform for Iterative Review of Course Material, in: 1st International Workshop on AI Learning, Education And Practice (AI-LEAP 2026), Perugia, Italy, CEUR-WS.org, 2026 |
|
T
| , and , Toward Intelligent Skill Discovery in A2A via Fine-Tuned Small Language Models, in: 24th International Conference of the Italian Association for Artificial Intelligence, AIxIA, Perugia (Italy), Springer, 2026 |
[URL] |
| , 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] |
V
| , , , , and , Vineyard dataset for automatic pruning based on main parts localization (2025), in: Data in Brief, Elsevier, 59 |
[DOI] [URL] |