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Modelling sequences and temporal networks with dynamic community structures

Nature communications, 2017-09, Vol.8 (1), p.582-12, Article 582

2017

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Maps of random walks on complex networks reveal community structure

Proceedings of the National Academy of Sciences - PNAS, 2008-01, Vol.105 (4), p.1118-1123

2008

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Multilevel compression of random walks on networks reveals hierarchical organization in large integrated systems

PloS one, 2011-04, Vol.6 (4), p.e18209-e18209

2011

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Mapping change in large networks

PloS one, 2010-01, Vol.5 (1), p.e8694-e8694

2010

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Identifying Modular Flows on Multilayer Networks Reveals Highly Overlapping Organization in Interconnected Systems

Physical review. X, 2015, Vol.5 (1), p.011027, Article 011027

2015

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Estimating the resolution limit of the map equation in community detection

Physical review. E, Statistical, nonlinear, and soft matter physics, 2015, Vol.91 (1), p.012809-012809, Article 012809

2015

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information-theoretic framework for resolving community structure in complex networks

Proceedings of the National Academy of Sciences - PNAS, 2007-05, Vol.104 (18), p.7327-7331

2007

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Memory in network flows and its effects on spreading dynamics and community detection

Nature communications, 2014-08, Vol.5 (1), p.4630-4630, Article 4630

2014

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Efficient community detection of network flows for varying Markov times and bipartite networks

Physical review. E, 2016-03, Vol.93 (3), p.032309-032309, Article 032309

2016

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Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap

Algorithms, 2017-12, Vol.10 (4), p.112

2017

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Stock portfolio structure of individual investors infers future trading behavior

PloS one, 2014-07, Vol.9 (7), p.e103006-e103006

2014

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Mapping change in higher-order networks with multilevel and overlapping communities

Applied network science, 2023-12, Vol.8 (1), p.42-15, Article 42

2023

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The many facets of community detection in complex networks

Applied network science, 2017, Vol.2 (1), p.4-4, Article 4

2017

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Socioeconomic and environmental patterns behind H1N1 spreading in Sweden

Scientific reports, 2021-11, Vol.11 (1), p.22512-22512, Article 22512

2021

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Module-based regularization improves Gaussian graphical models when observing noisy data

Applied network science, 2024-12, Vol.9 (1), p.6-12, Article 6

2024

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Pseudomonas syringae infectivity correlates to altered transcript and metabolite levels of Arabidopsis mediator mutants

Scientific reports, 2024-03, Vol.14 (1), p.6771-6771, Article 6771

2024

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Map equation centrality: community-aware centrality based on the map equation

Applied network science, 2022-12, Vol.7 (1), p.1-24, Article 56

2022

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Regularities in species' niches reveal the world's climate regions

eLife, 2021-02, Vol.10

2021

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How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs

Communications physics, 2021-06, Vol.4 (1), p.1-12, Article 133

2021

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A multiscale view of the Phanerozoic fossil record reveals the three major biotic transitions

Communications biology, 2021-03, Vol.4 (1), p.309-309, Article 309

2021

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Compression of Flow Can Reveal Overlapping-Module Organization in Networks

Physical review. X, 2011-12, Vol.1 (2), p.021025, Article 021025

2011

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Constrained information flows in temporal networks reveal intermittent communities

Physical review. E, 2018-06, Vol.97 (6-1), p.062312-062312, Article 062312

2018

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Cross-validation of correlation networks using modular structure

Applied network science, 2022-12, Vol.7 (1), p.1-11, Article 75

2022

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Significant communities in large sparse networks

PloS one, 2012-03, Vol.7 (3), p.e33721-e33721

2012

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Compressing network populations with modal networks reveal structural diversity

Communications physics, 2023-06, Vol.6 (1), p.148-10, Article 148

2023

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Modelling sequences and temporal networks with dynamic community structures

Maps of random walks on complex networks reveal community structure

Multilevel compression of random walks on networks reveals hierarchical organization in large integrated systems

Mapping change in large networks

Identifying Modular Flows on Multilayer Networks Reveals Highly Overlapping Organization in Interconnected Systems

Estimating the resolution limit of the map equation in community detection

information-theoretic framework for resolving community structure in complex networks

Memory in network flows and its effects on spreading dynamics and community detection

Efficient community detection of network flows for varying Markov times and bipartite networks

Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap

Stock portfolio structure of individual investors infers future trading behavior

Mapping change in higher-order networks with multilevel and overlapping communities

The many facets of community detection in complex networks

Socioeconomic and environmental patterns behind H1N1 spreading in Sweden

Module-based regularization improves Gaussian graphical models when observing noisy data

Pseudomonas syringae infectivity correlates to altered transcript and metabolite levels of Arabidopsis mediator mutants

Map equation centrality: community-aware centrality based on the map equation

Regularities in species' niches reveal the world's climate regions

How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs

A multiscale view of the Phanerozoic fossil record reveals the three major biotic transitions

Compression of Flow Can Reveal Overlapping-Module Organization in Networks

Constrained information flows in temporal networks reveal intermittent communities

Cross-validation of correlation networks using modular structure

Significant communities in large sparse networks

Compressing network populations with modal networks reveal structural diversity

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