Per Year
- Concurrency Model of BDI Programming Frameworks: Why Should We Control It? (AAMAS 2024) — Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Alessandro Ricci, Andrea Omicini
- 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
- An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (WOA 2024) — Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
- 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
- Infrastructures for the Edge-Cloud Continuum on a Small Scale: a Practical Case Study (paper in proceedings) — Martina Baiardi, Giovanni Ciatto, Danilo Pianini
- 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
- 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
- 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
- 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
- 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
- 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
- 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