Pattern recognition

DiffWire: Inductive Graph Rewiring via the Lovász Bound

Theoretical and empirical framework to analyze and perform graph rewiring in a principled way. Also, proposal of calulation of Commute Times (resistance) in a GNN layer and Bottleneck minimizarion using Spectral gradients.

Mapping the scientific structure of Organization and management of enterprises using complex networks

A big step done in graph statistical analysis to unveil the informal structure of the knowledge area of business organization in Spain using TESEO database.

Computer Science doctoral research in Spain. A relational perspective

Understanding and measuring the scientific structure of the computer Science field in Spain.