453 citations · 1.4k across the 9 of their papers we have counts for
9 papers
Versatile linkage: a family of space-conserving strategies for agglomerative hierarchical clustering
Alberto Fernández, Sergio Gómez
Agglomerative hierarchical clustering can be implemented with several strategies that differ in the way elements of a collection are grouped together to build a hierarchy of cluste…
Impact of origin-destination information in epidemic spreading
Sergio Gómez, Alberto Fernández, Sandro Meloni +1
The networked structure of contacts shapes the spreading of epidemic processes. Recent advances on network theory have improved our understanding of the epidemic processes at large…
Structural patterns in complex systems using multidendrograms
Sergio Gomez, Alberto Fernandez, Clara Granell +1
Complex systems are usually represented as an intricate set of relations between their components forming a complex graph or network. The understanding of their functioning and eme…
MultiDendrograms: Variable-Group Agglomerative Hierarchical Clusterings
Sergio Gomez, Justo Montiel, David Torres +1
MultiDendrograms is a Java-written application that computes agglomerative hierarchical clusterings of data. Starting from a distances (or weights) matrix, MultiDendrograms is able…
Motif-based communities in complex networks
Alex Arenas, Alberto Fernandez, Santo Fortunato +1
Community definitions usually focus on edges, inside and between the communities. However, the high density of edges within a community determines correlations between nodes going…
Analysis of the structure of complex networks at different resolution levels
Alex Arenas, Alberto Fernandez, Sergio Gomez
Modular structure is ubiquitous in real-world complex networks, and its detection is important because it gives insights in the structure-functionality Modular structure is ubiquit…