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Andrea Omicini
Publications
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co-author : Andrea Agiollo
co-author : Andrea Agiollo
15 publications with Andrea Omicini
Large language models as oracles for instantiating ontologies with domain-specific knowledge
(Knowledge-Based Systems, 2025) —
Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
(ACM Computing Surveys, 2024) —
Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers
(Autonomous Agents and Multi-Agent Systems, 2024) —
Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini
EneA-FL: Energy-aware Orchestration for Serverless Federated Learning
(Future Generation Computer Systems, 2024) —
Andrea Agiollo, Paolo Bellavista, Matteo Mendula, 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
Peer-Reviewed Federated Learning
(WOA 2023) —
Mattia Passeri, Andrea Agiollo, Andrea Omicini
The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing
(EXTRAAMAS 2023@AAMAS 2023) —
Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini
Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments
(Autonomous Agents and Multi-Agent Systems, 2023) —
Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks
(EuroS&P 2023) —
Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini
Measuring Trustworthiness in Neuro-Symbolic Integration
(FedCSIS 2023) —
Andrea Agiollo, Andrea Omicini
Towards Quality-of-Service Metrics for Symbolic Knowledge Injection
(WOA 2022) —
Andrea Agiollo, Andrea Rafanelli, Andrea Omicini
GNN2GNN: Graph Neural Networks to Generate Neural Networks
(UAI 2022) —
Andrea Agiollo, Andrea Omicini
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap
(WOA 2021) —
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search
(EXTRAAMAS 2021@AAMAS 2021) —
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices
(Applied Sciences, 2021) —
Andrea Agiollo, Andrea Omicini
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0000-0002-6655-3869