Per Year

15 publications with Google Scholar ID / 2021

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

publications with Google Scholar ID / 2021 / personal

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