Per Year
- A view to a KILL: Knowledge Injection via Lambda Layer
(paper in proceedings) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini - CILC 2022 – Italian Conference on Computational Logic (edited volume) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
- Special Issue for the 22nd Workshop “From Objects to Agents'' (WOA 2021) (editorial/introduction/preface) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
- Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments (article in journal) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- KINS: Knowledge Injection via Network Structuring (paper in proceedings) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- Towards Quality-of-Service Metrics for Symbolic Knowledge Injection (paper in proceedings) — Andrea Agiollo, Andrea Rafanelli, Andrea Omicini
- Arg2P: An argumentation framework for explainable intelligent systems (article in journal) — Roberta Calegari, Giuseppe Pisano, Andrea Omicini, Giovanni Sartor
- Burden of Persuasion in Meta-argumentation (paper in proceedings) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
- GNN2GNN: Graph Neural Networks to Generate Neural Networks (paper in proceedings) — Andrea Agiollo, Andrea Omicini
- Semantic Web-based Interoperability for Intelligent Agents with PSyKE (paper in proceedings) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
- Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper (paper in proceedings) — Federico Sabbatini, Roberta Calegari
- Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (paper in proceedings) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, 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