47 citations · 56 across the 3 of their papers we have counts for
3 papers
Evaluating Node Embeddings of Complex Networks
Arash Dehghan-Kooshkghazi, Bogumił Kamiński, Łukasz Kraiński +2
Graph embedding is a transformation of nodes of a graph into a set of vectors. A~good embedding should capture the graph topology, node-to-node relationship, and other relevant inf…
Analyzing, Exploring, and Visualizing Complex Networks via Hypergraphs using SimpleHypergraphs.jl
Alessia Antelmi, Gennaro Cordasco, Bogumił Kamiński +4
Real-world complex networks are usually being modeled as graphs. The concept of graphs assumes that the relations within the network are binary (for instance, between pairs of node…
Artificial Benchmark for Community Detection (ABCD): Fast Random Graph Model with Community Structure
Bogumił Kamiński, Paweł Prałat, François Théberge
Most of the current complex networks that are of interest to practitioners possess a certain community structure that plays an important role in understanding the properties of the…