60 citations · 96 across the 6 of their papers we have counts for
6 papers
Parenclitic hypergraphs and their application in personalized cancer therapy
K. K. H. Manjunatha, D. Aleja, F. Liu +16
Understanding the differences between individual instances of the same complex system remains a central challenge, particularly in biological contexts. Parenclitic networks constit…
Fixed points of Personalized PageRank centrality: From irreducible to reducible networks
David Aleja, Julio Flores, Eva Primo +2
In this paper we analyze the PageRank of a complex network as a function of its personalization vector. By using this approach, a complete characterization of the existence and uni…
Time-dependent Personalized PageRank for temporal networks: discrete and continuous scales
David Aleja, Julio Flores, Eva Primo +1
In this paper we explore the PageRank of temporal networks on both discrete and continuous time scales in the presence of personalization vectors that vary over time. Also the unde…
Why are there six degrees of separation in a social network?
Ivan Samoylenko, David Aleja, Eva Primo +11
A wealth of evidence shows that real world networks are endowed with the small-world property i.e., that the maximal distance between any two of their nodes scales logarithmically…
Derivative of a hypergraph as a tool for linguistic pattern analysis
Angeles Criado-Alonso, David Aleja, Miguel Romance +1
The search for linguistic patterns, stylometry and forensic linguistics have in the theory of complex networks, their structures and associated mathematical tools, allies with whic…
Vector Centrality in Hypergraphs
Kirill Kovalenko, Miguel Romance, Ekaterina Vasilyeva +9
Identifying the most influential nodes in networked systems is of vital importance to optimize their function and control. Several scalar metrics have been proposed to that effect,…