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Papers in Complex Network Analysis Techniques 101

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What Are Higher-Order Networks?
2023 SIAM Review article Physics and Astronomy Complex Network Analysis Techniques Open access

Christian Bick, Elizabeth L. Gross, Heather A. Harrington, Michael T. Schaub

404

citations
A betweenness structural entropy of complex networks
2022 Chaos Solitons & Fractals article Physics and Astronomy Complex Network Analysis Techniques

Qi Zhang, Meizhu Li

51

citations
Large network community detection by fast label propagation
2023 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

Vincent Traag, Lovro Šubelj

51

citations
igraph 1.0 enables fast and robust network analysis across programming languages
2026 PLoS ONE article Physics and Astronomy Complex Network Analysis Techniques Open access

Michael Antonov, Gábor Csárdi, Szabolcs Horvát, Kirill Müller, Tamás Nepusz, Daniel Noom, +4 more

50

citations
The anatomy of a population-scale social network
2023 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

Eszter Bokányi, Eelke M. Heemskerk, Frank W. Takes

39

citations
Multi‐scale graph capsule with influence attention for information cascades prediction
2021 International Journal of Intelligent Systems article Physics and Astronomy Complex Network Analysis Techniques Open access

Xueqin Chen, Fengli Zhang, Fan Zhou, Marcello Bonsangue

39

citations
Inequality and inequity in network-based ranking and recommendation algorithms
2022 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

Lisette Espín-Noboa, Claudia Wagner, Markus Strohmaier, Fariba Karimi

38

citations
IGraph/M: graph theory and network analysis for Mathematica
2023 The Journal of Open Source Software article Physics and Astronomy Complex Network Analysis Techniques Open access

Szabolcs Horvát, Jakub Podkalicki, Gábor Csárdi, Tamás Nepusz, Vincent Traag, Fabio Zanini, +1 more

36

citations
Reconstructing firm-level interactions in the Dutch input–output network from production constraints
2022 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

Leonardo Niccolò Ialongo, Camille de Valk, Emiliano Marchese, Hicham Zmarrou, Tiziano Squartini, Diego Garlaschelli

32

citations
Relational hyperevent models for polyadic interaction networks
2023 Journal of the Royal Statistical Society Series A (Statistics in Society) article Physics and Astronomy Complex Network Analysis Techniques Open access

Jürgen Lerner, Alessandro Lomi

30

citations
Hierarchical community structure in networks
2023 Physical review. E article Physics and Astronomy Complex Network Analysis Techniques Open access

Michael T. Schaub, Jiaze Li, Leto Peel

30

citations
Testing structural balance theories in heterogeneous signed networks
2024 Communications Physics article Physics and Astronomy Complex Network Analysis Techniques Open access

Anna Gallo, Diego Garlaschelli, Renaud Lambiotte, Fabio Saracco, Tiziano Squartini

30

citations
A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks
2020 New Journal of Physics article Physics and Astronomy Complex Network Analysis Techniques Open access

29

citations
Introduction to correlation networks: Interdisciplinary approaches beyond thresholding
2025 Physics Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

Naoki Masuda, Zachary M. Boyd, Diego Garlaschelli, Peter J. Mucha

26

citations
A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks
2020 Leiden Repository (Leiden University) article Physics and Astronomy Complex Network Analysis Techniques Open access

25

citations
Improving the robustness of spatial networks by link addition: more and dispersed links perform better
2020 Nonlinear Dynamics article Physics and Astronomy Complex Network Analysis Techniques

Zhengcheng Dong, Meng Tian, Ruoli Tang, Xin Li, Jingang Lai

23

citations
The ambiguity of nestedness under soft and hard constraints
2020 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

23

citations
Circulation of a digital community currency
2023 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

Carolina E. S. Mattsson, Teodoro Criscione, Frank W. Takes

21

citations
Exact Blind Community Detection From Signals on Multiple Graphs
2020 IEEE Transactions on Signal Processing article Physics and Astronomy Complex Network Analysis Techniques Open access

T. Mitchell Roddenberry, Michael T. Schaub, Hoi-To Wai, Santiago Segarra

20

citations
Large-scale network motif analysis using compression
2020 Data Mining and Knowledge Discovery article Physics and Astronomy Complex Network Analysis Techniques Open access

Peter Bloem, Steven de Rooij

18

citations
Learning the effective order of a hypergraph dynamical system
2024 Science Advances article Physics and Astronomy Complex Network Analysis Techniques Open access

Leonie Neuhäuser, Michael Scholkemper, Francesco Tudisco, Michael T. Schaub

15

citations
Functional Structure in Production Networks
2021 Frontiers in Big Data article Physics and Astronomy Complex Network Analysis Techniques Open access

Cees G. H. Diks

15

citations
Trajectories through temporal networks
2021 Applied Network Science article Physics and Astronomy Complex Network Analysis Techniques Open access

Carolina E. S. Mattsson, Frank W. Takes

15

citations
Pattern detection in bipartite networks: A review of terminology, applications, and methods
2024 PLOS complex systems. article Physics and Astronomy Complex Network Analysis Techniques Open access

Zachary P. Neal, Annabel Cadieux, Diego Garlaschelli, Nicholas J. Gotelli, Fabio Saracco, Tiziano Squartini, +4 more

15

citations
Functional structure in production networks
2021 Leiden Repository (Leiden University) article Physics and Astronomy Complex Network Analysis Techniques Open access

Carolina E. S. Mattsson, Frank W. Takes, Eelke M. Heemskerk, Cees G. H. Diks, Gert Buiten, Albert Faber, +1 more

13

citations