Mauro Di Molfetta

#graph neural networks Open access Oct 2026

When Must All Conditions Hold? Identifiable Conjunctive Explanations for Link Prediction with Multiplicative View-Gated Graph Neural Networks

Link predictors that support decisions, such as suggesting a director to a startup, must explain why a link is or is not recommended. We propose the Multiplicative View-Gated GNN (MG-GNN), which scores a pair as the weighted product of gates, each restricted to one view of the evidence: attributes, structural position,...

Angelo Leogrande, Mauro Di Molfetta, Valeria Notarnicola et al. · Preprints.org · 0 citations

#large language models Open access Oct 2026

Artificial Intelligence and Organizational Change: A Bibliometric Mapping of AI as a Tool and as an Object of Change (2000–2026)

Research on artificial intelligence (AI) and organizational change is growing fast but fragmented. Two perspectives coexist: one uses AI, defined here as machine learning, natural language processing, generative AI and related intelligent systems, as a tool to diagnose, design, implement and monitor change; the other s...

Angelo Leogrande, Mauro Di Molfetta, Valeria Notarnicola et al. · Preprints.org · 0 citations

#large language models Open access Oct 2026

Artificial intelligence and organizational change: a bibliometric mapping of AI as a tool and as an object of change (2000–2026)

Research on artificial intelligence (AI) and organizational change is growing fast but fragmented. Two perspectives coexist: one uses AI, defined here as machine learning, natural language processing, generative AI and related intelligent systems, as a tool to diagnose, design, implement and monitor change; the other s...

Angelo Leogrande, Mauro Di Molfetta, Valeria Nortarnicola et al. · 0 citations