co-author : Giovanni Ciatto

Mitigating Intersectional Fairness: a Practical Approach with FaUCI (AIMMES2024, 20/03/2024) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)

Intelligent Systems Engineering: Course presentation (Presentazione dei corsi a scelta per la laurea magistrale “Ingegneria e scienze informatiche”, 22/09/2023) — Andrea Omicini (Andrea Omicini, Giovanni Ciatto)

eXplainable Artificial Intelligence (XAI): A Gentle Introduction (ASAI-ER 2023, 27/07/2023) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

A General-Purpose Protocol for Multi-Agent based Explanations (EXTRAAMAS 2023@AAMAS 2023, 29/05/2023) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydoğan, Andrea Omicini)

eXplainable Artificial Intelligence (XAI): A Gentle Introduction (Programma formativo BBS “BPER – Data Analytics”, 05/05/2023) — Andrea Omicini, Giovanni Ciatto, Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (AIxIA 2022, 29/11/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

A view to a KILL: Knowledge Injection via Lambda Layer (WOA 2022, 01/09/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (WOA 2022, 01/09/2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)

KINS: Knowledge Injection via Network Structuring (CILC 2022, 01/07/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

SKI: Symbolic Knowledge Injection, state of the art and research perspectives (EXPECTATION Meeting, 09/06/2022) — Matteo Magnini (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, 09/05/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

Semantic Web-based Interoperability for Intelligent Agents with PSyKE (EXTRAAMAS 2022@AAMAS 2022, 09/05/2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)

On the Integration of Symbolic and Sub-symbolic – Explaining by Design (Italian National PhD Program in Artificial Intelligence, 10/02/2022) — Andrea Omicini (Andrea Omicini, Roberta Calegari, Giovanni Ciatto)

Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap (WOA 2021, 02/09/2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)

On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (WOA 2021, 01/09/2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)

Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt (JELIA 2021, 17/05/2021) — Giovanni Ciatto (Giovanni Ciatto, Roberta Calegari, Andrea Omicini)

Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review (AAMAS 2021, 07/05/2021) — Viviana Mascardi (Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini)

Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (EXTRAAMAS 2021@AAMAS 2021, 03/05/2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)

GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (EXTRAAMAS 2021@AAMAS 2021, 03/05/2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)

2P-Kt: logic programming with objects & functions in Kotlin (WOA 2020, 16/09/2020) — Giovanni Ciatto (Andrea Omicini, Enrico Denti, Enrico Siboni, Giovanni Ciatto, Roberta Calegari)

Neuro-symbolic Computation for XAI: Towards a Unified Model (WOA 2020, 15/09/2020) — Giuseppe Pisano (Giovanni Ciatto, Giuseppe Pisano, Roberta Calegari, Andrea Omicini)

Agent-Based Explanations in AI: Towards an Abstract Framework (EXTRAAMAS 2020@AAMAS 2020, 09/05/2020) — Davide Calvaresi (Giovanni Ciatto, Michael I. Schumacher, Andrea Omicini, Davide Calvaresi)

An Abstract Framework for Agent-Based Explanations in AI (AAMAS 2020, 09/05/2020) — Giovanni Ciatto (Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini)

Towards XMAS: eXplainability through Multi-Agent Systems (AI&IoT 2019@AIIA 2019, 22/11/2019) — Giovanni Ciatto (Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi)

Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines (IDCS 2019, 11/10/2019) — Roberta Calegari (Andrea Omicini, Enrico Denti, Giovanni Ciatto, Roberta Calegari)

TuSoW: Tuple Spaces for Edge Computing (ICCCN 2019, 01/08/2019) — Giovanni Ciatto (Andrea Omicini, Giovanni Ciatto, Lorenzo Rizzato, Stefano Mariani)

Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (WOA 2019, 28/06/2019) — Roberta Calegari (Andrea Omicini, Giovanni Ciatto, Jason Dellaluce, Roberta Calegari)

Smart Contracts are More than Objects: Pro-activeness on the Blockchain (BLOCKCHAIN'19, 27/06/2019) — Giovanni Ciatto (Alfredo Maffi, Andrea Omicini, Giovanni Ciatto, Stefano Mariani)

Towards Agent-oriented Blockchains: Autonomous Smart Contracts (PAAMS'19, 27/06/2019) — Giovanni Ciatto (Alfredo Maffi, Andrea Omicini, Giovanni Ciatto, Stefano Mariani)

Comparative Analysis of Blockchain Technologies under a Coordination Perspective (BCT4MAS 2019@PAAMS'19, 26/06/2019) — Giovanni Ciatto (Andrea Omicini, Giovanni Ciatto, Michael Bosello, Stefano Mariani)

Blockchain for Trustworthy Coordination: A First Study with LINDA and Ethereum (BCT4MAS 2018@WI 2018, 03/12/2018) — Giovanni Ciatto (Andrea Omicini, Giovanni Ciatto, Stefano Mariani)

Blockchain for Intelligent Systems: Research Perspectives (BCT4MAS 2018@WI 2018, 03/12/2018) — Andrea Omicini (Andrea Omicini, Giovanni Ciatto)

Transparent Protection of Aggregate Computations from Byzantine Behaviours via Blockchain (GOODTECHS 2018, 28/11/2018) — Giovanni Ciatto (Andrea Omicini, Danilo Pianini, Giovanni Ciatto, Mirko Viroli, Roberto Casadei, Stefano Mariani)

Logic Programming in Space-Time: The Case of Situatedness in LPaaS (WOA 2018, 29/06/2018) — Giovanni Ciatto (Andrea Omicini, Enrico Denti, Giovanni Ciatto, Roberta Calegari, Stefano Mariani)

From the Blockchain to Logic Programming and back: Research perspectives (WOA 2018, 29/06/2018) — Giovanni Ciatto (Andrea Omicini, Enrico Denti, Giovanni Ciatto, Roberta Calegari, Stefano Mariani)

Blockchain & Smart Contracts Basics and Perspectives for MAS (WOA 2018 Mini School@WOA 2018, 27/06/2018) — Giovanni Ciatto (Andrea Omicini, Giovanni Ciatto)

Twenty Years of Coordination Technologies: State-of-the-Art and Perspectives (COORDINATION 2018, 18/06/2018) — Stefano Mariani (Giovanni Ciatto, Stefano Mariani, Andrea Omicini, Franco Zambonelli, Maxime Louvel)

Programming the Interaction Space Effectively with ReSpecTX (Symposium on Intelligent Distributed Computing, 12/10/2017) — Stefano Mariani (Andrea Omicini, Giovanni Ciatto, Stefano Mariani)

Novel Opportunities for Tuple-based Coordination: XPath, the Blockchain, and Stream Processing (WOA 2017, 16/06/2017) — Andrea Omicini (Andrea Omicini, Giovanni Ciatto, Stefano Mariani)