Giuseppe Mangioni

Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks

mGNN: Generalizing the Graph Neural Networks to the Multilayer Case

Networks are a powerful tool to model complex systems, and the definition of many Graph Neural Networks (GNN), Deep Learning algorithms that can handle networks, has opened a new …

Food Recommendation in a Worksite Canteen.

Analysis of the Co-authorship Sub-networks of Italian Academic Researchers

A Network-Based Analysis of a Worksite Canteen Dataset

Group Cohesion Assessment in Networks

Networks measurement is essential to catch and quantify their features, behaviour and/or emerging phenomena. The goal of cohesiveness metric introduced here is to establish the …

Strategies comparison in link building problem

A network-based analysis to understand food-habits of a multi-company canteen's customers

A PageRank Inspired Approach to Measure Network Cohesiveness

Basics of PageRank algorithm have been widely adopted in its variations, tailored for specific scenarios. In this work, we consider the Black Hole metric, an extension of the …

Strategies Comparison in Link Building Problem

Choosing an effective yet efficient solution to the link building problem means to select which nodes in a network should point a newcomer in order to increase its rank while …