Per Year

93 publications with Google Scholar ID / 2005–2023

long bib

2023 • 2022 • 2021 • 2020 • 2019 • 2018 • 2017 • 2015 • 2014 • 2009 • 2007 • 2006 • 2005

2023

GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks (paper in proceedings) — Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini
Burden of Persuasion: A Meta-argumentation Approach (article in journal) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Measuring Trustworthiness in Neuro-Symbolic Integration (paper in proceedings) — Andrea Agiollo, Andrea Omicini
Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods (article in journal) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation (paper in proceedings) — Andrea Rafanelli, Stefania Costantini, Andrea Omicini
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
Peer-Reviewed Federated Learning (paper in proceedings) — Mattia Passeri, Andrea Agiollo, Andrea Omicini
The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (paper in proceedings) — Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, 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
Multi-Agent Cooperative Argumentation in Arg2P (paper in proceedings) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini
Special Issue “Advances in Multi-Agent Systems”: Editorial (editorial/introduction/preface) — Stefano Mariani, Andrea Omicini
Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (article in journal) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini

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

2022

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
Preface – Proceedings of the 37th Italian Conference on Computational Logic (CILC 2022) (editorial/introduction/preface) — Roberta Calegari, 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
Selected papers from the 22nd Workshop “From Objects to Agents'' (WOA 2021) (special issue) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
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

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

2021

Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (paper in proceedings) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (paper in proceedings) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2P-Kt: A Logic-Based Ecosystem for Symbolic AI (article in journal) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices (article in journal) — Andrea Agiollo, Andrea Omicini
Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge (paper in proceedings) — Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, Michael I. Schumacher
Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (paper in proceedings) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming (paper in proceedings) — Roberta Calegari, Andrea Omicini, Giovanni Sartor
Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review (paper in proceedings) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
MDE & MDA in a Multi-Paradigm Modeling Perspective (book chapter) — Ambra Molesini, Enrico Denti, Andrea Omicini
A Mechanism for Reasoning over Defeasible Preferences in Arg2P (paper in proceedings) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Burden of persuasion in argumentation: A meta-argumentation approach (paper in proceedings) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (paper in proceedings) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Towards cooperative argumentation for MAS: An actor-based approach (paper in proceedings) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini
Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review (article in journal) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini

15 publications in 2021 with Google Scholar ID • top • index • bottom

2020

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
Arg-tuProlog: A tuProlog-based argumentation framework (paper in proceedings) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
An Abstract Framework for Agent-Based Explanations in AI (paper in proceedings) — Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini
Not just for humans: Explanation for agent-to-agent communication (paper in proceedings) — Andrea Omicini
Smart Contracts are More than Objects: Pro-activeness on the Blockchain (paper in proceedings) — Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
Blockchain-Based Coordination: Assessing the Expressive Power of Smart Contracts (article in journal) — Giovanni Ciatto, Stefano Mariani, Alfredo Maffi, Andrea Omicini
Logic-based Technologies for Intelligent Systems: State of the Art and Perspectives (article in journal) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
Agent-Based Explanations in AI: Towards an Abstract Framework (paper in proceedings) — Giovanni Ciatto, Michael I. Schumacher, Andrea Omicini, Davide Calvaresi
Decentralizing Coordination in Open Vehicle Fleets for Scalable and Dynamic Task Allocation (article in journal) — Marin Lujak, Stefano Giordani, Andrea Omicini, Sascha Ossowski
On the integration of symbolic and sub-symbolic techniques for XAI: A survey (article in journal) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini

11 publications in 2020 with Google Scholar ID • top • index • bottom

2019

Special Issue “Multi-Agent Systems”: Editorial (editorial/introduction/preface) — Stefano Mariani, Andrea Omicini
Logic Programming as a Service in Multi-Agent Systems for the Internet of Things (article in journal) — Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Towards XMAS: eXplainability through Multi-Agent Systems (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi
The Future of Digital Democracy. An Interdisciplinary Approach (edited volume) — Pierluigi Contucci, Andrea Omicini, Danilo Pianini, Alina Sîrbu
Democratic Process and Digital Platforms: An Engineering Perspective (book chapter) — Danilo Pianini, Andrea Omicini
Towards Agent-oriented Blockchains: Autonomous Smart Contracts (paper in proceedings) — Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
Comparative Analysis of Blockchain Technologies under a Coordination Perspective (paper in proceedings) — Giovanni Ciatto, Michael Bosello, Stefano Mariani, Andrea Omicini

7 publications in 2019 with Google Scholar ID • top • index • bottom

2018

Transparent Protection of Aggregate Computations from Byzantine Behaviours via Blockchain (paper in proceedings) — Danilo Pianini, Giovanni Ciatto, Roberto Casadei, Stefano Mariani, Mirko Viroli, Andrea Omicini
Micro-intelligence for the IoT: SE Challenges and Practice in LPaaS (paper in proceedings) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
ReSpecTX: Programming Interaction Made Easy (article in journal) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
Spatial Tuples: Augmenting Reality with Tuples (article in journal) — Alessandro Ricci, Mirko Viroli, Andrea Omicini, Stefano Mariani, Angelo Croatti, Danilo Pianini
Logic Programming as a Service (article in journal) — Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
LPaaS as Micro-intelligence: Enhancing IoT with Symbolic Reasoning (article in journal) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
Blockchain for Trustworthy Coordination: A First Study with Linda and Ethereum (paper in proceedings) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
From the Blockchain to Logic Programming and Back: Research Perspectives (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Stefano Mariani, Enrico Denti, Andrea Omicini

8 publications in 2018 with Google Scholar ID • top • index • bottom

2017

Agent-based Modelling for the Self-Management of Chronic Diseases: An Exploratory Study (article in journal) — Sara Montagna, Andrea Omicini

1 publication in 2017 with Google Scholar ID • top • index • bottom

2015

Coordination of Large-Scale Socio-Technical Systems: Challenges and Research Directions (paper in proceedings) — Andrea Omicini, Franco Zambonelli
Coordinating Activities and Change: An Event-Driven Architecture for Situated MAS (article in journal) — Stefano Mariani, Andrea Omicini
Event-Based vs. Multi-Agent Systems: Towards a Unified Conceptual Framework (paper in proceedings) — Andrea Omicini
Anticipatory Coordination in Socio-technical Knowledge-intensive Environments: Behavioural Implicit Communication in MoK (paper in proceedings) — Stefano Mariani, Andrea Omicini
Models of Autonomy and Coordination: Integrating Subjective & Objective Approaches in Agent Development Frameworks (paper in proceedings) — Stefano Mariani, Andrea Omicini, Luca Sangiorgi
Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation (paper in proceedings) — Sara Montagna, Andrea Omicini, Danilo Pianini
Blending Event-Based and Multi-Agent Systems around Coordination Abstractions (paper in proceedings) — Andrea Omicini, Giancarlo Fortino, Stefano Mariani
Developing Pervasive Multi-Agent Systems with Nature-Inspired Coordination (article in journal) — Franco Zambonelli, Andrea Omicini, Bernhard Anzengruber, Gabriella Castelli, Francesco L. DeAngelis, Giovanna Di Marzo Serugendo, Simon Dobson, José Luis Fernandez-Marquez, Alois Ferscha, Marco Mamei, Stefano Mariani, Ambra Molesini, Sara Montagna, Jussi Nieminen, Danilo Pianini, Matteo Risoldi, Alberto Rosi, Graeme Stevenson, Mirko Viroli, Juan Ye
A Gillespie-based Computational Model for Integrating Event-driven and Multi-Agent Based Simulation (paper in proceedings) — Sara Montagna, Andrea Omicini, Danilo Pianini
Labelled Variables in Logic Programming: A First Prototype in tuProlog (paper in proceedings) — Roberta Calegari, Enrico Denti, Andrea Omicini

10 publications in 2015 with Google Scholar ID • top • index • bottom

2014

Complex Networks V. Proceedings of the 5th Workshop on Complex Networks CompleNet 2014 (edited volume) — Pierluigi Contucci, Ronaldo Menezes, Andrea Omicini, Julia Poncela-Casasnovas
Coordination-aware Elasticity (paper in proceedings) — Stefano Mariani, Hong-Linh Truong, Georgiana Copil, Andrea Omicini, Schahram Dustdar
TuCSoN Coordination for MAS Situatedness: Towards a Methodology (paper in proceedings) — Stefano Mariani, Andrea Omicini
The SODA Methodology: Meta-Model and Process Documentation (book chapter) — Ambra Molesini, Andrea Omicini
Coordination in Situated Systems: Engineering MAS Environment in TuCSoN (paper in proceedings) — Stefano Mariani, Andrea Omicini
The Gaia Methodology Process (book chapter) — Luca Cernuzzi, Ambra Molesini, Andrea Omicini

6 publications in 2014 with Google Scholar ID • top • index • bottom

2009

General-Purpose Coordination Abstractions for Managing Interaction in MAS (paper in proceedings) — Elena Nardini, Andrea Omicini, Mirko Viroli

1 publication in 2009 with Google Scholar ID • top • index • bottom

2007

Environment as a First Class Abstraction in Multi-Agent Systems (article in journal) — Danny Weyns, Andrea Omicini, James J. Odell
Cognitive Stigmergy: Towards a Framework Based on Agents and Artifacts (paper in proceedings) — Alessandro Ricci, Andrea Omicini, Mirko Viroli, Luca Gardelli, Enrico Oliva

2 publications in 2007 with Google Scholar ID • top • index • bottom

2006

Computational Institutions for Modelling Norm-Regulated MAS: An Approach Based on Coordination Artifacts (paper in proceedings) — Rossella Rubino, Andrea Omicini, Enrico Denti
Agents & Artifacts for Systems Biology: Toward a Framework based on TuCSoN (paper in proceedings) — Sara Montagna, Alessandro Ricci, Andrea Omicini

2 publications in 2006 with Google Scholar ID • top • index • bottom

2005

Multi-paradigm Java-Prolog Integration in tuProlog (article in journal) — Enrico Denti, Andrea Omicini, Alessandro Ricci

1 publication in 2005 with Google Scholar ID • top • index • bottom

publications with Google Scholar ID / 2005–2023 / personal

Andrea Agiollo • Roberta Calegari • Giovanni Ciatto • Angelo Croatti • Enrico Denti • Matteo Magnini • Sara Montagna • Andrea Omicini • Giuseppe Pisano • Andrea Rafanelli • Federico Sabbatini