Per anno

17 pubblicazioni / 2022–2026 / Matteo Magnini

2026 • 2025 • 2024 • 2023 • 2022

Intelligent Agents from Symbolic to Neurosymbolic Systems: The Quest for Integration (The Agents Journey) — Andrea Agiollo, Roberta Calegari, Giovanni Ciatto, Matteo Magnini, Andrea Omicini, Federico Sabbatini

1 pubblicazione / 2026 • in cima • indice • in fondo

Large language models as oracles for instantiating ontologies with domain-specific knowledge (Knowledge-Based Systems) — Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini
A Domain-Specific Language for NeSy Focussing on Symbolic Knowledge Injection (ANSyA 2025 @ ECAI-2025) — Mattia Matteini, Giovanni Ciatto, Matteo Magnini, Emre Kuru, Reyhan Aydoğan, Andrea Omicini
Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring (TELMED 2025 @ PerCom 2025) — Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna

3 pubblicazioni / 2025 • in cima • indice • in fondo

Actively Learning Ontologies from LLMs: First Results (Extended Abstract) (DL 2024) — Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi
LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis (TELMED 2024) — Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
Enforcing Fairness via Constraint Injection with FaUCI (AEQUITAS 2024) — Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (ACM Computing Surveys) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (WOA 2024) — Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

5 pubblicazioni / 2024 • in cima • indice • in fondo

A General-Purpose Protocol for Multi-Agent based Explanations (EXTRAAMAS 2023 @ AAMAS 2023) — Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini
Knowledge injection of Datalog rules via Neural Network Structuring with KINS (Journal of Logic and Computation) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (AIxIA 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments (Autonomous Agents and Multi-Agent Systems) — Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (Computer Methods and Programs in Biomedicine) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini

5 pubblicazioni / 2023 • in cima • indice • in fondo

A view to a KILL: Knowledge Injection via Lambda Layer (WOA 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
KINS: Knowledge Injection via Network Structuring (CILC 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors (EXTRAAMAS 2022 @ AAMAS 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini

3 pubblicazioni / 2022 • in cima • indice • in fondo