Ginestra Bianconi

Orcid: 0000-0002-3380-887X

According to our database1, Ginestra Bianconi authored at least 56 papers between 2007 and 2024.

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Bibliography

2024
Higher-order Connection Laplacians for Directed Simplicial Complexes.
CoRR, 2024

2023
Learning from data with structured missingness.
Nat. Mac. Intell., January, 2023

Topology and dynamics of higher-order multiplex networks.
CoRR, 2023

Network science Ising states of matter.
CoRR, 2023

The theory of percolation on hypergraphs.
CoRR, 2023

Zoo Guide to Network Embedding.
CoRR, 2023

Dirac signal processing of higher-order topological signals.
CoRR, 2023

2022
Grand Canonical Ensembles of Sparse Networks and Bayesian Inference.
Entropy, 2022

Weighted simplicial complexes and their representation power of higher-order network data and topology.
CoRR, 2022

Information theory of spatial network ensembles.
CoRR, 2022

Hyper-diffusion on multiplex networks.
CoRR, 2022

Higher-order signal processing with the Dirac operator.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Statistical physics of exchangeable sparse network ensembles.
CoRR, 2021

The physics of higher-order interactions in complex systems.
CoRR, 2021

Spectral Detection of Simplicial Communities via Hodge Laplacians.
CoRR, 2021

Topological synchronization: explosive transition and rhythmic phase.
CoRR, 2021

The topological Dirac equation of networks and simplicial complexes.
CoRR, 2021

Higher-order percolation processes on multiplex hypergraphs.
CoRR, 2021

2020
A message-passing approach to epidemic tracing and mitigation with apps.
CoRR, 2020

Renormalization group theory of percolation on pseudo-fractal simplicial and cell complexes.
CoRR, 2020

Simplicial complexes: higher-order spectral dimension and dynamics.
CoRR, 2020

2019
Explosive higher-order Kuramoto dynamics on simplicial complexes.
CoRR, 2019

The spectral dimension of simplicial complexes: a renormalization group theory.
CoRR, 2019

Classical Information Theory of Networks.
CoRR, 2019

Beyond the clustering coefficient: A topological analysis of node neighbourhoods in complex networks.
CoRR, 2019

2018
Sparse Power-Law Network Model for Reliable Statistical Predictions Based on Sampled Data.
Entropy, 2018

Dense Power-law Networks and Simplicial Complexes.
CoRR, 2018

Centralities of nodes and influences of layers in large multiplex networks.
J. Complex Networks, 2018

2017
Multilink Communities of Multiplex Networks.
CoRR, 2017

2016
Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space.
CoRR, 2016

Functional Multiplex PageRank.
CoRR, 2016

Extracting Information from Multiplex Networks.
CoRR, 2016

2015
Emergence of Soft Communities from Geometric Preferential Attachment.
CoRR, 2015

Mesoscopic Structures Reveal the Network Between the Layers of Multiplex Datasets.
CoRR, 2015

Emergence of multiplex communities in collaboration networks.
CoRR, 2015

2014
Emergent Complex Network Geometry.
CoRR, 2014

Degree correlations in signed social networks.
CoRR, 2014

The structure and dynamics of multilayer networks.
CoRR, 2014

Mutually connected component of network of networks.
CoRR, 2014

Triadic closure as a basic generating mechanism of the structure of complex networks.
CoRR, 2014

2013
Selection for Replicases in Protocells.
PLoS Comput. Biol., 2013

Growing multiplex networks
CoRR, 2013

Models, Entropy and Information of Temporal Social Networks.
CoRR, 2013

Non-linear growth and condensation in multiplex networks.
CoRR, 2013

Weighted Multiplex Networks.
CoRR, 2013

Multiplex PageRank.
CoRR, 2013

Emergence of overlap in ensembles of spatial multiplexes and statistical mechanics of spatial interacting networks ensembles.
CoRR, 2013

2012
Percolation on interacting, antagonistic networks
CoRR, 2012

Connect and win: The role of social networks in political elections
CoRR, 2012

Entropy of dynamical social networks
CoRR, 2012

2011
Features and heterogeneities in growing network models
CoRR, 2011

Social network dynamics of face-to-face interactions
CoRR, 2011

2008
Viable flux distribution in metabolic networks.
Networks Heterog. Media, 2008

Theory of Rumour Spreading in Complex Social Networks
CoRR, 2008

Congestion phenomena on complex networks.
CoRR, 2008

2007
Comparing association network algorithms for reverse engineering of large-scale gene regulatory networks: synthetic versus real data.
Bioinform., 2007


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