Per Year

19 publications with Semantic Scholar ID / 2017–2024 / Giovanni Ciatto

2024 • 2023 • 2022 • 2021 • 2020

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

1 publication in 2024 with Semantic 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
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

4 publications in 2023 with Semantic Scholar ID • top • index • bottom

A view to a KILL: Knowledge Injection via Lambda Layer (paper in proceedings) — Matteo Magnini, 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
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

5 publications in 2022 with Semantic Scholar ID • top • index • bottom

Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (paper in proceedings) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
2P-Kt: A Logic-Based Ecosystem for Symbolic AI (article in journal) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (paper in proceedings) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review (article in journal) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini

5 publications in 2021 with Semantic Scholar ID • top • index • bottom

Twenty years of coordination technologies: COORDINATION contribution to the state of art (article in journal) — Giovanni Ciatto, Giovanna Di Marzo Serugendo, Maxime Louvel, Stefano Mariani, Andrea Omicini, Franco Zambonelli
From Agents to Blockchain: Stairway to Integration (article in journal) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini, Franco Zambonelli
Agent-Based Explanations in AI: Towards an Abstract Framework (paper in proceedings) — Giovanni Ciatto, Michael I. Schumacher, Andrea Omicini, Davide Calvaresi
On the integration of symbolic and sub-symbolic techniques for XAI: A survey (article in journal) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini

4 publications in 2020 with Semantic Scholar ID • top • index • bottom