95 citations · 101 across the 3 of their papers we have counts for
3 papers
Streaming Belief Propagation for Community Detection
Yuchen Wu, MohammadHossein Bateni, Andre Linhares +4
The community detection problem requires to cluster the nodes of a network into a small number of well-connected "communities". There has been substantial recent progress in charac…
InstantEmbedding: Efficient Local Node Representations
Ştefan Postăvaru, Anton Tsitsulin, Filipe Miguel Gonçalves de Almeida +3
In this paper, we introduce InstantEmbedding, an efficient method for generating single-node representations using local PageRank computations. We theoretically prove that our appr…
Artificial Ant Colonies in Digital Image Habitats - A Mass Behaviour Effect Study on Pattern Recognition
Vitorino Ramos, Filipe Almeida
Some recent studies have pointed that, the self-organization of neurons into brain-like structures, and the self-organization of ants into a swarm are similar in many respects. If…