100 citations · 104 across the 15 of their papers we have counts for
3 papers · 1 filter
Enhancing Community Detection in Networks: A Comparative Analysis of Local Metrics and Hierarchical Algorithms
Julio-Omar Palacio-Niño, Fernando Berzal
The analysis and detection of communities in network structures are becoming increasingly relevant for understanding social behavior. One of the principal challenges in this field…
An Automorphic Distance Metric and its Application to Node Embedding for Role Mining
Víctor Martínez, Fernando Berzal, Juan-Carlos Cubero
Role is a fundamental concept in the analysis of the behavior and function of interacting entities represented by network data. Role discovery is the task of uncovering hidden role…
The NOESIS Network-Oriented Exploration, Simulation, and Induction System
Víctor Martínez, Fernando Berzal, Juan-Carlos Cubero
Network data mining has become an important area of study due to the large number of problems it can be applied to. This paper presents NOESIS, an open source framework for network…