Mercator: uncovering faithful hyperbolic embeddings of complex networks

Efficient Embedding of Scale-Free Graphs in the Hyperbolic Plane

(2018) Thomas Blasius et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Soft Communities in Similarity Space

(2018) Guillermo García-Pérez et al.   JOURNAL OF STATISTICAL PHYSICS

Multiscale unfolding of real networks by geometric renormalization

(2018) Guillermo García-Pérez et al.   Nature Physics

A nonuniform popularity-similarity optimization (nPSO) model to efficiently generate realistic complex networks with communities

(2018) Alessandro Muscoloni et al.   NEW JOURNAL OF PHYSICS

Communication dynamics in complex brain networks

(2017) Andrea Avena-Koenigsberger et al.   NATURE REVIEWS NEUROSCIENCE

Geometric Correlations Mitigate the Extreme Vulnerability of Multiplex Networks against Targeted Attacks

(2017) Kaj-Kolja Kleineberg et al.   PHYSICAL REVIEW LETTERS

Machine learning meets complex networks via coalescent embedding in the hyperbolic space

(2017) Alessandro Muscoloni et al.   Nature Communications

The geometric nature of weights in real complex networks

(2017) Antoine Allard et al.   Nature Communications

Hidden geometric correlations in real multiplex networks

(2016) Kaj-Kolja Kleineberg et al.   Nature Physics

Link prediction based on hyperbolic mapping with community structure for complex networks

(2016) Zuxi Wang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Multi-scale structure and topological anomaly detection via a new network statistic: The onion decomposition

(2016) Laurent Hébert-Dufresne et al.   Scientific Reports

Efficient embedding of complex networks to hyperbolic space via their Laplacian

(2016) Gregorio Alanis-Lobato et al.   Scientific Reports

The hidden hyperbolic geometry of international trade: World Trade Atlas 1870–2013

(2016) Guillermo García-Pérez et al.   Scientific Reports

Network Mapping by Replaying Hyperbolic Growth

(2015) Fragkiskos Papadopoulos et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Network geometry inference using common neighbors

(2015) Fragkiskos Papadopoulos et al.   PHYSICAL REVIEW E

Navigable networks as Nash equilibria of navigation games

(2015) András Gulyás et al.   Nature Communications

Emergence of Soft Communities from Geometric Preferential Attachment

(2015) Konstantin Zuev et al.   Scientific Reports

A visual motion detection circuit suggested by Drosophila connectomics

(2013) Shin-ya Takemura et al.   NATURE

Uncovering the hidden geometry behind metabolic networks

(2012) M. Ángeles Serrano et al.   Molecular BioSystems

Popularity versus similarity in growing networks

(2012) Fragkiskos Papadopoulos et al.   NATURE

Robust classification of salient links in complex networks

(2012) Daniel Grady et al.   Nature Communications

A comprehensive genome-scale reconstruction of Escherichia coli metabolism--2011

(2011) J. D. Orth et al.   Molecular Systems Biology

Percolation in Self-Similar Networks

(2011) M. Ángeles Serrano et al.   PHYSICAL REVIEW LETTERS

Structural Properties of the Caenorhabditis elegans Neuronal Network

(2011) Lav R. Varshney et al.   PLoS Computational Biology

The complex network of global cargo ship movements

(2010) P. Kaluza et al.   Journal of the Royal Society Interface

Hyperbolic geometry of complex networks

(2010) Dmitri Krioukov et al.   PHYSICAL REVIEW E

Sustaining the Internet with hyperbolic mapping

(2010) Marián Boguñá et al.   Nature Communications

Navigability of complex networks

(2008) Marián Boguñá et al.   Nature Physics

Self-Similarity of Complex Networks and Hidden Metric Spaces

(2008) M. Ángeles Serrano et al.   PHYSICAL REVIEW LETTERS

Mapping the Structural Core of Human Cerebral Cortex

(2008) Patric Hagmann et al.   PLOS BIOLOGY