Per Year
- Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (article in journal) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
- Special Issue “Computational Logic on Prolog's 50th Anniversary: Highlights from CILC 2022” (special issue) — Roberta Calegari, Giovanni Ciatto, 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
- 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
- Preface (editorial/introduction/preface) — 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 (article in journal) — Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- JaKtA: BDI Agent-Oriented Programming in Pure Kotlin (paper in proceedings) — Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini
- Explainable and Transparent AI and Multi-Agent Systems (edited volume) — Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoǧan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling
- Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (article in journal) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini
- 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
- Fifty Years of Prolog and Beyond (article in journal) — 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) (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
- 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
- Probabilistic logic programming in 2P-Kt (paper in proceedings) — Jason Dellaluce, Roberta Calegari, Giovanni Ciatto
- Logic Programming library for Machine Learning: API design and prototype (paper in proceedings) — Giovanni Ciatto, Matteo Castigliò, Roberta Calegari
- Preface (editorial/introduction/preface) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
- 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
- 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
- WOA 2021 – 22nd Workshop “From Objects to Agents” (edited volume) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
- Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- Towards Explainable Visionary Agents: License to Dare and Imagine (paper in proceedings) — Giovanni Ciatto, Amro Najjar, Jean-Paul Calbimonte, Davide Calvaresi
- GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (paper in proceedings) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
- Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review (paper in proceedings) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
- Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (paper in proceedings) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
- Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review (article in journal) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
- 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
- Neuro-symbolic Computation for XAI: Towards a Unified Model (paper in proceedings) — Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- An Abstract Framework for Agent-Based Explanations in AI (paper in proceedings) — Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini
- WOA 2020 – 21st Workshop “From Objects to Agents” (edited volume) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
- Smart Contracts are More than Objects: Pro-activeness on the Blockchain (paper in proceedings) — Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
- 2P-Kt: logic programming with objects & functions in Kotlin (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Enrico Siboni, Enrico Denti, Andrea Omicini
- Preface (editorial/introduction/preface) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
- 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
- Engineering Semantic Self-composition of Services Through Tuple-Based Coordination (paper in proceedings) — Ashley Caselli, Giovanni Ciatto, Giovanna Di Marzo Serugendo, Andrea Omicini
- On the integration of symbolic and sub-symbolic techniques for XAI: A survey (article in journal) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
- Towards XMAS: eXplainability through Multi-Agent Systems (paper in proceedings) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi
- Preface – AI&IoT 2019 (editorial/introduction/preface) — Claudio Savaglio, Giovanni Ciatto, Andrea Omicini, Giancarlo Fortino
- AI&IoT 2019 – Artificial Intelligence and Internet of Things 2019 (edited volume) — Claudio Savaglio, Giancarlo Fortino, Giovanni Ciatto, Andrea Omicini
- Towards Agent-oriented Blockchains: Autonomous Smart Contracts (paper in proceedings) — Giovanni Ciatto, Alfredo Maffi, Stefano Mariani, Andrea Omicini
- Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (paper in proceedings) — Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini
- Comparative Analysis of Blockchain Technologies under a Coordination Perspective (paper in proceedings) — Giovanni Ciatto, Michael Bosello, Stefano Mariani, Andrea Omicini
- Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines (paper in proceedings) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
- 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
- ReSpecTX: Programming Interaction Made Easy (article in journal) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
- Twenty Years of Coordination Technologies: State-of-the-Art and Perspectives (paper in proceedings) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini, Franco Zambonelli, Maxime Louvel
- LPaaS as Micro-intelligence: Enhancing IoT with Symbolic Reasoning (article in journal) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
- Logic Programming in Space-Time: The Case of Situatedness in LPaaS (paper in proceedings) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, 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
- Programming the Interaction Space Effectively with ReSpecTX (paper in proceedings) — Giovanni Ciatto, Stefano Mariani, Andrea Omicini
- Novel Opportunities for Tuple-based Coordination: XPath, the Blockchain, and Stream Processing (paper in proceedings) — Stefano Mariani, Andrea Omicini, Giovanni Ciatto
- Spiking Neural Networks as Timed Automata (paper in proceedings) — 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
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