4 citations · 8 across the 4 of their papers we have counts for
4 papers
Fully personalized PageRank and algebraic methods to distribute a random walker
Gonzalo Contreras-Aso, Regino Criado, Miguel Romance
We present a comprehensive analysis of algebraic methods for controlling the stationary distribution of PageRank-like random walkers. Building upon existing literature, we compile…
Beyond directed hypergraphs: heterogeneous hypergraphs and spectral centralities
Gonzalo Contreras-Aso, Regino Criado, Miguel Romance
The study of hypergraphs has received a lot of attention over the past few years, however up until recently there has been no interest in systems where higher order interactions ar…
Uplifting edges in higher order networks: spectral centralities for non-uniform hypergraphs
Gonzalo Contreras-Aso, Cristian Pérez-Corral, Miguel Romance
Spectral analysis of networks states that many structural properties of graphs, such as centrality of their nodes, are given in terms of their adjacency matrices. The natural exten…
Can the PageRank centrality be manipulated to obtain any desired ranking?
Gonzalo Contreras-Aso, Regino Criado, Miguel Romance
The significance of the PageRank algorithm in shaping the modern Internet cannot be overstated, and its Complex Network theory foundations continue to be a subject of research. In…