Per Year

69 publications / 2017–2024 / Giovanni Ciatto

long bib

2024 • 2023 • 2022 • 2021 • 2020 • 2019 • 2018 • 2017

2024

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

1 publication / 2024 • top • index • bottom

2023

Special Issue “Computational Logic on Prolog's 50th Anniversary: Highlights from CILC 2022” (Journal of Logic and Computation) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods (Intelligenza Artificiale) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
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
Preface (Journal of Logic and Computation) — Roberta Calegari, 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
JaKtA: BDI Agent-Oriented Programming in Pure Kotlin (EUMAS 2023) — Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini
Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS 2023@AAMAS 2023) — Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoǧan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling
Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (Computer Methods and Programs in Biomedicine) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini

10 publications / 2023 • top • index • bottom

2022

A view to a KILL: Knowledge Injection via Lambda Layer (WOA 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
CILC 2022 – Italian Conference on Computational Logic (CILC 2022) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Special Issue for the 22nd Workshop “From Objects to Agents'' (WOA 2021) (Intelligenza Artificiale) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments (Intelligenza Artificiale) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
KINS: Knowledge Injection via Network Structuring (CILC 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Preface – Proceedings of the 37th Italian Conference on Computational Logic (CILC 2022) (CILC 2022) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Fifty Years of Prolog and Beyond (Theory and Practice of Logic Programming) — Philipp Körner, Michael Beuschel, João Barbosa, Vítor Santos Costa, Verónica Dahl, Manuel V. Hermenegildo, Jose F. Morales, Jan Wielemaker, Daniel Diaz, Salvador Abreu, Giovanni Ciatto
Selected papers from the 22nd Workshop “From Objects to Agents'' (WOA 2021) (Intelligenza Artificiale) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
Semantic Web-based Interoperability for Intelligent Agents with PSyKE (EXTRAAMAS 2022@AAMAS 2022) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (WOA 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, 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
Probabilistic logic programming in 2P-Kt (AIxIA 2021) — Jason Dellaluce, Roberta Calegari, Giovanni Ciatto
Logic Programming library for Machine Learning: API design and prototype (CILC 2022) — Giovanni Ciatto, Matteo Castigliò, Roberta Calegari

13 publications / 2022 • top • index • bottom

2021

Preface (WOA 2021 – 22nd Workshop “From Objects to Agents”) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (EXTRAAMAS 2021@AAMAS 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (WOA 2021) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2P-Kt: A Logic-Based Ecosystem for Symbolic AI (SoftwareX) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge (EXTRAAMAS 2021@AAMAS 2021) — Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, Michael I. Schumacher
WOA 2021 – 22nd Workshop “From Objects to Agents” (WOA 2021) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt (JELIA 2021) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Towards Explainable Visionary Agents: License to Dare and Imagine (EXTRAAMAS 2021@AAMAS 2021) — Giovanni Ciatto, Amro Najjar, Jean-Paul Calbimonte, Davide Calvaresi
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (EXTRAAMAS 2021@AAMAS 2021) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review (AAMAS 2021) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (WOA 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review (Autonomous Agents and Multi-Agent Systems) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini

12 publications / 2021 • top • index • bottom

2020

Twenty years of coordination technologies: COORDINATION contribution to the state of art (Journal of Logical and Algebraic Methods in Programming) — Giovanni Ciatto, Giovanna Di Marzo Serugendo, Maxime Louvel, Stefano Mariani, Andrea Omicini, Franco Zambonelli
From Agents to Blockchain: Stairway to Integration (Applied Sciences) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini, Franco Zambonelli
Neuro-symbolic Computation for XAI: Towards a Unified Model (WOA 2020) — Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
An Abstract Framework for Agent-Based Explanations in AI (AAMAS 2020) — Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini
WOA 2020 – 21st Workshop “From Objects to Agents” (WOA 2020) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
Smart Contracts are More than Objects: Pro-activeness on the Blockchain (BLOCKCHAIN'19) — Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
2P-Kt: logic programming with objects & functions in Kotlin (WOA 2020) — Giovanni Ciatto, Roberta Calegari, Enrico Siboni, Enrico Denti, Andrea Omicini
Preface (WOA 2020 – 21st Workshop “From Objects to Agents”) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
Blockchain-Based Coordination: Assessing the Expressive Power of Smart Contracts (Information) — Giovanni Ciatto, Stefano Mariani, Alfredo Maffi, Andrea Omicini
Logic-based Technologies for Intelligent Systems: State of the Art and Perspectives (Information) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
Agent-Based Explanations in AI: Towards an Abstract Framework (EXTRAAMAS 2020@AAMAS 2020) — Giovanni Ciatto, Michael I. Schumacher, Andrea Omicini, Davide Calvaresi
Engineering Semantic Self-composition of Services Through Tuple-Based Coordination (ISOLA 2020) — Ashley Caselli, Giovanni Ciatto, Giovanna Di Marzo Serugendo, Andrea Omicini
On the integration of symbolic and sub-symbolic techniques for XAI: A survey (Intelligenza Artificiale) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini

13 publications / 2020 • top • index • bottom

2019

Towards XMAS: eXplainability through Multi-Agent Systems (AI&IoT 2019@AIIA 2019) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi
Preface – AI&IoT 2019 (AI&IoT 2019 – Artificial Intelligence and Internet of Things 2019) — Claudio Savaglio, Giovanni Ciatto, Andrea Omicini, Giancarlo Fortino
AI&IoT 2019 – Artificial Intelligence and Internet of Things 2019 (AI&IoT 2019@AIIA 2019) — Claudio Savaglio, Giancarlo Fortino, Giovanni Ciatto, Andrea Omicini
TuSoW: Tuple Spaces for Edge Computing (ICCCN 2019) — Giovanni Ciatto, Lorenzo Rizzato, Andrea Omicini, Stefano Mariani
Towards Agent-oriented Blockchains: Autonomous Smart Contracts (PAAMS'19) — Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (WOA 2019) — Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini
Comparative Analysis of Blockchain Technologies under a Coordination Perspective (BCT4MAS 2019@PAAMS'19) — Giovanni Ciatto, Michael Bosello, Stefano Mariani, Andrea Omicini
Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines (IDCS 2019) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini

8 publications / 2019 • top • index • bottom

2018

Transparent Protection of Aggregate Computations from Byzantine Behaviours via Blockchain (GOODTECHS 2018) — Danilo Pianini, Giovanni Ciatto, Roberto Casadei, Stefano Mariani, Mirko Viroli, Andrea Omicini
Micro-intelligence for the IoT: SE Challenges and Practice in LPaaS (Globe-IoT 2018@ACM/IEEE IoTDI) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
ReSpecTX: Programming Interaction Made Easy (Computer Science and Information Systems) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
Twenty Years of Coordination Technologies: State-of-the-Art and Perspectives (COORDINATION 2018) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini, Franco Zambonelli, Maxime Louvel
LPaaS as Micro-intelligence: Enhancing IoT with Symbolic Reasoning (Big Data and Cognitive Computing) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
Blockchain for Trustworthy Coordination: A First Study with Linda and Ethereum (BCT4MAS 2018@WI 2018) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
Logic Programming in Space-Time: The Case of Situatedness in LPaaS (WOA 2018) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
From the Blockchain to Logic Programming and Back: Research Perspectives (WOA 2018) — Giovanni Ciatto, Roberta Calegari, Stefano Mariani, Enrico Denti, Andrea Omicini

8 publications / 2018 • top • index • bottom

2017

Programming the Interaction Space Effectively with ReSpecTX (IDC 2017) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
Novel Opportunities for Tuple-based Coordination: XPath, the Blockchain, and Stream Processing (WOA 2017) — Stefano Mariani, Andrea Omicini, Giovanni Ciatto
Spiking Neural Networks as Timed Automata (ALP4IoT2017) — Giovanni Ciatto, Elisabetta De Maria, Cinzia Di Giusto
Formal Validation of Neural Networks as Timed Automata (paper in proceedings) — Elisabetta De Maria, Cinzia Di Giusto, Giovanni Ciatto

4 publications / 2017 • top • index • bottom