2 papers
cs.DC2026
Knowledge Graphs-Driven Intelligence for Distributed Decision Systems
Rosario Napoli, Gabriele Morabito, Antonio Celesti +2
Modern distributed decision-making systems face significant challenges arising from data heterogeneity, dynamic environments, and the need for decentralized coordination. This pape…
cs.LG2025
Improving Graph Embeddings in Machine Learning Using Knowledge Completion with Validation in a Case Study on COVID-19 Spread
Rosario Napoli, Gabriele Morabito, Antonio Celesti +2
The rise of graph-structured data has driven major advances in Graph Machine Learning (GML), where graph embeddings (GEs) map features from Knowledge Graphs (KGs) into vector space…