Andrea Omicini

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 97

Top Venues

WOA

EXTRAAMAS@AAMAS

CoRR

Intelligenza Artificiale

Publications

Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review. ACM Comput. Surv. 56 (6) (2024)
Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini
EneA-FL: Energy-aware orchestration for serverless federated learning. Future Gener. Comput. Syst. 154 (2024)
Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep K. Murukannaiah, Andrea Omicini
From large language models to small logic programs: building global explanations from disagreeing local post-hoc explainers. Auton. Agents Multi Agent Syst. 38 (2) (2024)
Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Alessandro Ricci, Andrea Omicini
On the external concurrency of current BDI frameworks for MAS. CoRR (2024)
Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation. WOA (2024)
Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini
Large language models as oracles for instantiating ontologies with domain-specific knowledge. CoRR (2024)
Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Andrea Omicini, Alessandro Ricci
Concurrency Model of BDI Programming Frameworks: Why Should We Control It? CoRR (2024)
Marin Lujak, Stefano Giordani, Andrea Omicini, Sascha Ossowski
Decentralizing Coordination in Open Vehicle Fleets for Scalable and Dynamic Task Allocation. CoRR (2024)
Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Andrea Omicini, Alessandro Ricci
Concurrency Model of BDI Programming Frameworks: Why Should We Control It? AAMAS (2024)
Andrea Agiollo, Andrea Omicini
Measuring Trustworthiness in Neuro-Symbolic Integration. FedCSIS (2023)
Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments. Auton. Agents Multi Agent Syst. 37 (2) (2023)
Mattia Passeri, Andrea Agiollo, Andrea Omicini
Peer-Reviewed Federated Learning. WOA (2023)
Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Knowledge injection of Datalog rules via Neural Network Structuring with KINS. J. Log. Comput. 33 (8) (2023)
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Towards a unified model for symbolic knowledge extraction with hypercube-based methods. Intelligenza Artificiale 17 (1) (2023)
Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydogan, Andrea Omicini
A General-Purpose Protocol for Multi-agent Based Explanations. EXTRAAMAS (2023)
Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini
The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing. EXTRAAMAS (2023)
Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini
GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks. EuroS&P (2023)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Burden of Persuasion: A Meta-argumentation Approach. FLAP 10 (3) (2023)
Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydogan, Andrea Omicini
Symbolic knowledge extraction for explainable nutritional recommenders. Comput. Methods Programs Biomed. 235 (2023)
Matteo Magnini, Giovanni Ciatto, Andrea Omicini
On the Design of PSyKI: A Platform for Symbolic Knowledge Injection into Sub-symbolic Predictors. EXTRAAMAS@AAMAS (2022)
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
Semantic Web-Based Interoperability for Intelligent Agents with PSyKE. EXTRAAMAS@AAMAS (2022)
Andrea Agiollo, Andrea Omicini
GNN2GNN: Graph neural networks to generate neural networks. UAI (2022)
Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems. DP@AI*IA (2022)
Matteo Magnini, Giovanni Ciatto, Andrea Omicini
KINS: Knowledge Injection via Network Structuring. CILC (2022)
Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
Special Issue for the 22nd Workshop "From Objects to Agents" (WOA 2021). Intelligenza Artificiale 16 (1) (2022)
Andrea Rafanelli, Stefania Costantini, Andrea Omicini
Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation. DP@AI*IA (2022)
Andrea Agiollo, Andrea Rafanelli, Andrea Omicini
Towards quality-of-service metrics for symbolic knowledge injection. WOA (2022)
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Hypercube-based methods for symbolic knowledge extraction: towards a unified model. WOA (2022)
Roberta Calegari, Andrea Omicini, Giuseppe Pisano, Giovanni Sartor
Arg2P: an argumentation framework for explainable intelligent systems. J. Log. Comput. 32 (2) (2022)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini
Multi-agent Cooperative Argumentation in Arg2P. AI*IA (2022)
Matteo Magnini, Giovanni Ciatto, Andrea Omicini
A view to a KILL: knowledge injection via lambda layer. WOA (2022)
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments. Intelligenza Artificiale 16 (1) (2022)
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors. EXTRAAMAS@AAMAS (2021)
Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
Logic-based technologies for multi-agent systems: a systematic literature review. Auton. Agents Multi Agent Syst. 35 (1) (2021)
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap. WOA (2021)
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction. WOA (2021)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Burden of Persuasion in Meta-argumentation. AI*IA (2021)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Burden of Persuasion in Argumentation: A Meta-argumentation Approach. AI³@AI*IA (2021)
Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2P-Kt: A logic-based ecosystem for symbolic AI. SoftwareX 16 (2021)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
A Mechanism for Reasoning over Defeasible Preferences in Arg2P. CILC (2021)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini
Towards cooperative argumentation for MAS: an Actor-based approach. WOA (2021)
Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review. AAMAS (2021)
Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydogan, Leon van der Torre, Andrea Omicini, Michael Schumacher
Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge. EXTRAAMAS@AAMAS (2021)
Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt. JELIA (2021)
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Shallow2Deep: Restraining Neural Networks Opacity Through Neural Architecture Search. EXTRAAMAS@AAMAS (2021)
Marin Lujak, Stefano Giordani, Andrea Omicini, Sascha Ossowski
Scalable Distributed Decision-Making and Coordination in Large and Complex Systems: Methods, Techniques, and Models. Complex. 2020 (2020)
Roberta Calegari, Andrea Omicini, Giovanni Sartor
Argumentation and Logic Programming for Explainable and Ethical AI. XAI.it@AI*IA (2020)
Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Neuro-symbolic Computation for XAI: Towards a Unified Model. WOA (2020)
Ashley Caselli, Giovanni Ciatto, Giovanna Di Marzo Serugendo, Andrea Omicini
Engineering Semantic Self-composition of Services Through Tuple-Based Coordination. ISoLA (2) (2020)
Andrea Omicini
Not Just for Humans: Explanation for Agent-to-Agent Communication. DP@AI*IA (2020)
Roberta Calegari, Giovanni Ciatto, Andrea Omicini
On the integration of symbolic and sub-symbolic techniques for XAI: A survey. Intelligenza Artificiale 14 (1) (2020)
Roberta Calegari, Andrea Omicini, Giovanni Sartor
Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming. AI*IA (2020)
Roberta Calegari, Andrea Omicini, Giovanni Sartor
Computable Law as Argumentation-based MAS. WOA (2020)
Giovanni Ciatto, Roberta Calegari, Enrico Siboni, Enrico Denti, Andrea Omicini
2P-Kt: logic programming with objects & functions in Kotlin. WOA (2020)
Giovanni Ciatto, Stefano Mariani, Alfredo Maffi, Andrea Omicini
Blockchain-Based Coordination: Assessing the Expressive Power of Smart Contracts. Inf. 11 (1) (2020)
Giovanni Ciatto, Michael Ignaz Schumacher, Andrea Omicini, Davide Calvaresi
Agent-Based Explanations in AI: Towards an Abstract Framework. EXTRAAMAS@AAMAS (2020)
Giovanni Ciatto, Stefano Mariani, Giovanna Di Marzo Serugendo, Maxime Louvel, Andrea Omicini, Franco Zambonelli
Twenty years of coordination technologies: COORDINATION contribution to the state of art. J. Log. Algebraic Methods Program. 113 (2020)
Giovanni Ciatto, Davide Calvaresi, Michael Ignaz Schumacher, Andrea Omicini
An Abstract Framework for Agent-Based Explanations in AI. AAMAS (2020)
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Arg-tuProlog: a tuProlog-based Argumentation Framework. CILC (2020)
Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
Logic-Based Technologies for Intelligent Systems: State of the Art and Perspectives. Inf. 11 (3) (2020)
Marin Lujak, Stefano Giordani, Andrea Omicini, Sascha Ossowski
Decentralizing Coordination in Open Vehicle Fleets for Scalable and Dynamic Task Allocation. Complex. 2020 (2020)
Giovanni Ciatto, Michael Bosello, Stefano Mariani, Andrea Omicini
Comparative Analysis of Blockchain Technologies Under a Coordination Perspective. PAAMS (Workshops) (2019)
Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines. IDCS (2019)
Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
Smart Contracts are More than Objects: Pro-activeness on the Blockchain. BLOCKCHAIN (2019)
Roberta Calegari, Giuseppe Contissa, Francesca Lagioia, Andrea Omicini, Giovanni Sartor
Defeasible Systems in Legal Reasoning: A Comparative Assessment. JURIX (2019)
Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi
Towards XMAS: eXplainability through Multi-Agent Systems. AI&IoT@AI*IA (2019)
Giovanni Ciatto, Lorenzo Rizzato, Andrea Omicini, Stefano Mariani
TuSoW: Tuple Spaces for Edge Computing. ICCCN (2019)
Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini
Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI. WOA (2019)
Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Logic programming as a service in multi-agent systems for the Internet of Things. Int. J. Grid Util. Comput. 10 (4) (2019)
Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
Towards Agent-Oriented Blockchains: Autonomous Smart Contracts. PAAMS (2019)
Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, 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
Micro-Intelligence for the IoT: SE Challenges and Practice in LPaaS. IC2E (2018)
Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Logic programming as a service. Theory Pract. Log. Program. 18 (5-6) (2018)
Giovanni Ciatto, Stefano Mariani, Andrea Omicini
ReSpecTX: Programming interaction made easy. Comput. Sci. Inf. Syst. 15 (3) (2018)
Giovanni Ciatto, Stefano Mariani, Andrea Omicini
Blockchain for Trustworthy Coordination: A First Study with LINDA and Ethereum. WI (2018)
Alessandro Ricci, Mirko Viroli, Andrea Omicini, Stefano Mariani, Angelo Croatti, Danilo Pianini
Spatial Tuples: Augmenting reality with tuples. Expert Syst. J. Knowl. Eng. 35 (5) (2018)
Giovanni Ciatto, Roberta Calegari, Stefano Mariani, Enrico Denti, Andrea Omicini
From the Blockchain to Logic Programming and Back: Research Perspectives. WOA (2018)
Danilo Pianini, Giovanni Ciatto, Roberto Casadei, Stefano Mariani, Mirko Viroli, Andrea Omicini
Transparent Protection of Aggregate Computations from Byzantine Behaviours via Blockchain. GOODTECHS (2018)
Andrea Omicini, Roberta Calegari
Injecting (Micro)Intelligence in the IoT: Logic-Based Approaches for (M)MAS. MMAS (2018)
Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Logic Programming as a Service. CoRR (2018)
Giovanni Ciatto, Stefano Mariani, Maxime Louvel, Andrea Omicini, Franco Zambonelli
Twenty Years of Coordination Technologies: State-of-the-Art and Perspectives. COORDINATION (2018)
Roberta Calegari, Enrico Denti, Agostino Dovier, Andrea Omicini
Extending Logic Programming with Labelled Variables: Model and Semantics. Fundam. Informaticae 161 (1-2) (2018)
Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
LPaaS as Micro-Intelligence: Enhancing IoT with Symbolic Reasoning. Big Data Cogn. Comput. 2 (3) (2018)
Stefano Mariani, Andrea Omicini, Giovanni Ciatto
Novel Opportunities for Tuple-based Coordination: XPath, the Blockchain, and Stream Processing. WOA (2017)
Stefano Mariani, Andrea Omicini
State-of-the-Art and Trends in Nature-inspired Coordination Models. IEEE Intell. Informatics Bull. 18 (2) (2017)
Sara Montagna, Andrea Omicini
Agent-based modeling for the self-management of chronic diseases: An exploratory study. Simul. 93 (9) (2017)
Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Logic Programming as a Service (LPaaS): Intelligence for the IoT. ICNSC (2017)
Giovanni Ciatto, Stefano Mariani, Andrea Omicini
Programming the Interaction Space Effectively with \texttt ReSpecT\mathbb X. IDC (2017)
Alessandro Ricci, Mirko Viroli, Andrea Omicini, Stefano Mariani, Angelo Croatti, Danilo Pianini
Spatial Tuples: Augmenting Physical Reality with Tuple Spaces. IDC (2016)
Roberta Calegari, Enrico Denti, Agostino Dovier, Andrea Omicini
Labelled Variables in Logic Programming: Foundations. CILC (2016)
Claudia Cevenini, Enrico Denti, Andrea Omicini, Italo Cerno
Privacy Through Anonymisation in Large-Scale Socio-Technical Systems: Multi-lingual Contact Centres Across the EU. INSCI (2016)
Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Towards Logic Programming as a Service: Experiments in tuProlog. WOA (2016)
Stefano Mariani, Andrea Omicini
Multi-paradigm Coordination for MAS: Integrating Heterogeneous Coordination Approaches in MAS Technologies. WOA (2016)
Andrea Omicini, Franco Zambonelli
Challenges of decentralized coordination in large-scale ubicomp systems. UbiComp Adjunct (2016)
Sara Montagna, Andrea Omicini, Francesco Degli Angeli, Michele Donati
Towards the Adoption of Agent-Based Modelling and Simulation in Mobile Health Systems for the Self-Management of Chronic Diseases. WOA (2016)
Stefano Mariani, Andrea Omicini
Game Engines to Model MAS: A Research Roadmap. WOA (2016)
Franco Zambonelli, Andrea Omicini, Paul Scerri
Coordination in Large-Scale Socio-Technical Systems: Introduction to the Special Section. IEEE Trans. Emerg. Top. Comput. 4 (1) (2016)
Franco Zambonelli, Andrea Omicini, Bernhard Anzengruber, Gabriella Castelli, Francesco L. De Angelis, Giovanna Di Marzo Serugendo, Simon A. Dobson, Jose 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
Developing pervasive multi-agent systems with nature-inspired coordination. Pervasive Mob. Comput. 17 (2015)
Stefano Mariani, Andrea Omicini
Coordinating activities and change: An event-driven architecture for situated MAS. Eng. Appl. Artif. Intell. 41 (2015)
Andrea Omicini, Giancarlo Fortino, Stefano Mariani
Blending Event-Based and Multi-Agent Systems Around Coordination Abstractions. COORDINATION (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrea Omicini