Per Year

12 publications with Google Scholar ID / 2022–2025 / Matteo Magnini

2025 • 2024 • 2023 • 2022

1 publication in 2025 with Google Scholar ID • top • index • bottom

Enforcing Fairness via Constraint Injection with FaUCI (paper in proceedings) — Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (article in journal) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (paper in proceedings) — Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

3 publications in 2024 with Google Scholar ID • top • index • bottom

A General-Purpose Protocol for Multi-Agent based Explanations (paper in proceedings) — Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini
Knowledge injection of Datalog rules via Neural Network Structuring with KINS (article in journal) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (paper in proceedings) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments (article in journal) — Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (article in journal) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini

5 publications in 2023 with Google Scholar ID • top • index • bottom

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

3 publications in 2022 with Google Scholar ID • top • index • bottom