Publications

2021

Rafiazka Millanida Hilman, Gerardo Iñiguez, Márton Karsai: Socioeconomic biases in urban mixing patterns of US metropolitan areasarXiv preprint arXiv:2110.04183

Gergely Ódor, Domonkos Czifra, Júlia Komjáthy, László Lovász, and Márton Karsai: Switchover phenomenon induced by epidemic seeding on geometric networks. PNAS October 12, 2021 118 (41) e2112607118

Federico BattistonEnrico AmicoAlain BarratGinestra BianconiGuilherme Ferraz de ArrudaBenedetta FranceschielloIacopo IacopiniSonia KéfiVito LatoraYamir MorenoMicah M. MurrayTiago P. PeixotoFrancesco Vaccarino & Giovanni Petri:  The physics of higher-order interactions in complex systemsNature Physics 17, 1093–1098 (2021). https://doi.org/10.1038/s41567-021-01371-4

Rebeka O. SzaboSandeep ChowdharyDavid DeriteiFederico Battiston: The anatomy of social dynamics in escape rooms arXiv:2109.15146

Quintino Francesco Lotito, Federico Musciotto, Alberto Montresor, Federico Battiston: Higher-order motif analysis in hypergraphsarXiv preprint arXiv:2108.03192

Antonio F Peralta, János Kertész, Gerardo Iñiguez: Opinion formation on social networks with algorithmic bias: Dynamics and bias imbalancearXiv preprint arXiv:2108.01350

Arash Badie-Modiri, Abbas K Rizi, Márton Karsai, Mikko Kivelä: Directed Percolation in Temporal NetworksarXiv preprint arXiv:2107.01510

Johannes Wachs, Balázs Vedres: Does crowdfunding really foster innovation? Evidence from the board game industry. Technological Forecasting and Social Change, Volume 168, July 2021, 120747

Gergely Ódor, Domonkos Czifra, Júlia Komjáthy, László Lovász, Márton Karsai: Switchover phenomenon induced by epidemic seeding on geometric networks. arXiv preprint arXiv:2106.16070

CC Hyland, Y Tao, L Azizi, M Gerlach, TP Peixoto, EG Altmann: Multilayer networks for text analysis with multiple data types. EPJ Data Science 10 (1), 33

Antonio F. Peralta, Matteo Neri, János Kertész, Gerardo Iñiguez: The effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions. arXiv preprint arXiv:2105.07703

G Iñiguez, C Pineda, C Gershenson, AL Barabási: Universal dynamics of ranking. arXiv preprint arXiv:2104.13439

Martin Zumaya, Rita Guerrero, Eduardo Islas, Omar Pineda, Carlos Gershenson, Gerardo Iñiguez, Carlos Pineda: Identifying tax evasion in Mexico with tools from network science and machine learning. arXiv preprint arXiv:2104.13353

S Chowdhary, A Kumar, G Cencetti, I Iacopini, F Battiston: Simplicial contagion in temporal higher-order networks. arXiv preprint arXiv:2105.04455

Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaž Perc, Vito Latora: Evolutionary dynamics of higher-order interactions in social networks. Nature Human Behaviour 5 (5), 586-595

AP Millán, G Gori, F Battiston, T Enss, N Defenu: Complex networks with tuneable spectral dimension as a universality playground. Physical Review Research 3 (2), 023015

F Musciotto, F Battiston, RN Mantegna: Detecting informative higher-order interactions in statistically validated hypergraphs. arXiv preprint arXiv:2103.16484

AP Millán, R Ghorbanchian, N Defenu, F Battiston, G Bianconi: Local topological moves determine global diffusion properties of hyperbolic higher-order networks. arXiv preprint arXiv:2102.12885

S Giurgola, S Piaggesi, M Karsai, Y Mejova, A Panisson, M Tizzoni: Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data. arXiv preprint arXiv:2105.13774

E Bokányi, S Juhász, M Karsai, B Lengyel: Universal role of commuting in the reduction of social assortativity in cities. arXiv preprint arXiv:2105.01464

G Cencetti, F Battiston, B Lepri, M Karsai: Temporal properties of higher-order interactions in social networks. Scientific reports 11 (1), 1-10

J Koltai, O Vásárhelyi, G Röst, M Karsai: Monitoring behavioural responses during pandemic via reconstructed contact matrices from online and representative surveys. arXiv preprint arXiv:2102.09021

S Unicomb, G Iñiguez, JP Gleeson, M Karsai: Dynamics of cascades on burstiness-controlled temporal networks. Nature communications 12 (1), 1-10

JG Young, G Petri, TP Peixoto: Hypergraph reconstruction from network data. Communications Physics 4 (1), 1-11

TP Peixoto: Revealing consensus and dissensus between network partitions. Physical Review X 11 (2), 021003

TP Peixoto: Disentangling homophily, community structure and triadic closure in networks. arXiv preprint arXiv:2101.02510

J Wachs, B Vedres: Does crowdfunding really foster innovation? Evidence from the board game industry. Technological Forecasting and Social Change 168, 120747

B Vedres: Network mechanisms in innovation: borrowing and sparking ideas around structural holesAvailable at SSRN: https://ssrn.com/abstract=

B Vedres, T Cserpes: Network Tension and Innovation in Teams: Deep Success in Jazz. https://osf.io/preprints/socarxiv/bpxwa/

B Vedres: Robust Action Dynamics in Political Discourse. https://osf.io/preprints/socarxiv/a5y6f

O Vasarhelyi, B Vedres: Gender Typicality of Behavior Predicts Success on Creative Platforms. https://arxiv.org/abs/2103.01093

H Cui, J Kertész: Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic. EPJ data science 10 (1), 8

F Ogushi, J Kertész, K Kaski, T Shimada: Ecology in the digital world of Wikipedia. arXiv preprint arXiv:2105.10333

AF Peralta, J Kertész, G Iñiguez: The effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions. arXiv preprint arXiv:2105.07703

C Diem, A Borsos, T Reisch, J Kertész, S Thurner: Quantifying firm-level economic systemic risk from nation-wide supply networks. SSRN 3826514

Gergő Tóth, Johannes Wachs, Riccardo Di Clemente, Ákos Jakobi, Bence Ságvári, János Kertész, Balázs Lengyel: Inequality is rising where social network segregation interacts with urban topology. Nature communications 12 (1), 1-9

Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenc Torra, Roberto Trasarti, Jeroen Van Den Hoven, Alessandro Vespignani: Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics and Information Technology, 1-6

J Kertész, J Wachs: Complexity science approach to economic crime. Nature Reviews Physics 3 (2), 70-71

AK Rizi, M Zamani, A Shirazi, GR Jafari, J Kertész: Stability of Imbalanced Triangles in Gene Regulatory Networks of Cancerous and Normal Cells. Frontiers in Physiology 11, 1792

J Kertész, J Török, Y Murase, HH Jo, K Kaski: Modeling the Complex Network of Social Interactions. Pathways Between Social Science and Computational Social Science, 3-19

2020

B Lengyel, E Bokányi, R Di Clemente, J Kertész, MC González: The role of geography in the complex diffusion of innovations. Scientific Reports 10 (1), 1-11, 2020.

Maxime Lucas, Giulia Cencetti and Federico Battiston: Multiorder Laplacian for synchronization in higher-order networks. Physical Review Research 2, 033410, 2020.

Hao Cui, János Kertész: Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic. arXiv:2008.04418, 2020.

Lizhi ZhangTiago P. Peixoto: Statistical inference of assortative community structures. arXiv:2006.14493, 2020.

Ana P. Millán, Giacomo Gori, Federico Battiston, Tilman Enss, Nicolò Defenu: Complex networks with tuneable dimensions as a universality playground. arXiv:2006.10421, 2020.

Federico Battiston, Giulia Cencetti, Iacopo Iacopini, Vito Latora, Maxime Lucas, Alice Patania, Jean-Gabriel Young, Giovanni Petri: Networks beyond pairwise interactions: Structure and dynamicsPhysics Reports, 2020. In Press, Journal Pre-proof, Available online 13 June 2020.

Luis Natera, Federico Battiston, Gerardo Iñiguez, Michael Szell: Extracting the multimodal fingerprint of urban transportation networks. arXiv:2006.03435, 2020.

Gerardo Iñiguez, Federico Battiston, Márton Karsai: Bridging the gap between graphs and networksCommunications Physics, 3 (1), 2020.

Aili Asikainen, Gerardo Iñiguez, Javier Ureña-Carrión, Kimmo Kaski and Mikko Kivelä: Cumulative effects of triadic closure and homophily in social networksScience Advances, Vol. 6, no. 19, 2020.

Arash Badie-Modiri, Márton Karsai, Mikko Kivelä: Efficient limited-time reachability estimation in temporal networksPhysical Review E101 (5), 2020.

Maddalena Torricelli, Márton Karsai, Laetitia Gauvinweg2vec: Event embedding for temporal networks. Scientific Reports10, 7164, 2020. 

Milán Janosov, Federico Battiston, Roberta Sinatra: Success and luck in creative careersEPJ Data Science volume 9, Article number: 9, 2020.

Mirco Nanni, Gennady Andrienko, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani: Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Transactions on Data Privacy 13:1 (2020) 61 - 66.

Jacob Levy Abitbol, Márton Karsai: Socioeconomic correlations of urban patterns inferred from aerial images: interpreting activation maps of Convolutional Neural Networks. arXiv preprint arXiv:2004.04907, 2020.

Maxime Lucas, Giulia Cencetti, Federico Battiston: A multi-order Laplacian framework for the stability of higher-order synchronization. arXiv preprint arXiv:2003.09734, 2020.

Giulia Cencetti, Federico Battiston, Timoteo Carletti, Duccio Fanelli: Generalized patterns from local and non local reactionsChaos, Solitons & Fractals, Volume 134, 109707, 2020.

Andrea B. Migliano, Federico Battiston, Sylvain Viguier, Abigail E. Page, Mark Dyble, Rodolph Schlaepfer, Daniel Smith, Leonora Astete, Marilyn Ngales, Jesus Gomez-Gardenes, Vito Latora and Lucio Vinicius: Hunter-gatherer multilevel sociality accelerates cumulative cultural evolutionScience Advances, Vol 6, No. 9, 2020.

Milán Janosov, Federico Musciotto, Federico Battiston, Gerardo Iñiguez: Elites, communities and the limited benefits of mentorship in electronic musicScientific Reports 10 (1), 1-8, 2020.

Timoteo Carletti, Federico Battiston, Giulia Cencetti, and Duccio Fanelli: Random walks on hypergraphsPhysical Review E 101 (2), 022308, 2020.

Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaz Perc, Vito Latora: Evolutionary Dynamics of Higher-Order Interactions. arXiv:2001.10313, 2020.

Sébastien Lerique, Jacob Levy Abitbol, Márton Karsai: Joint embedding of structure and features via graph convolutional networksApplied Network Science, 5 (1), 2020

2019

Samuel Unicomb, Gerardo Iñiguez, János Kertész, Márton Karsai: Reentrant phase transitions in threshold driven contagion on multiplex networks. Physical Review E, 100 (4), 2019.

Gergő Tóth, Johannes Wachs, Riccardo Di Clemente, Akos Jakobi, Bence Ságvári, János Kertész and Balázs Lengyel: Inequality is rising where social network segregation interacts with urban topology. arXiv preprint arXiv:1909.11414, 2019.

Johannes Wachs, Mihály Fazekas, and János Kertész: Corruption risk in contracting markets: A network science perspective. arXiv preprint arXiv:1909.08664, 2019.

Milan Janosov, Federico Battiston, Roberta Sinatra: Success and luck in creative careers. arXiv preprint arXiv:1909.07956, 2019.

Luis Guillermo Natera Orozco, Federico Battiston, Gerardo Iñiguez, Michael Szell: Data-driven strategies for optimal bicycle network growth. arXiv preprint arXiv:1907.07080, 2019.

Johannes Wachs, János Kertész: A network approach to cartel detection in public auction markets. arXiv:1906.08667, 2019.

Jeremy Guillon, Mario Chavez, Federico Battiston, Yohan Attal, Valentina La Corte, Michel Thiebaut de Schotten, Bruno Dubois, Denis Schwartz, Olivier Colliot and Fabrizio De Vico Fallani: Disrupted core-periphery structure of multimodal brain networks in Alzheimer’s diseaseNetwork Neuroscience 3 (2), 635-652, 2019.

Jan E. Snellman, János Kertész, Rafael Barrio, Kimmo Kaski: Social structure formation in a network of agents playing a hybrid of ultimatum and dictator games. arXiv:1904.05601, 2019.

Johannes Wachs, Taha Yasseri, Balázs Lengyel and János Kertész: Social capital predicts corruption risk in townsRoyal Society Open Science 6 (4), 182103, 2019.

Giulia Cencetti and Federico Battiston: Diffusive behavior of multiplex networksNew Journal of Physics 21 (3), 035006, 2019.

Balázs Vedres, Tünde Cserpes: Forbidden triads and innovationSSRN Electronic Journal, 3400741, 2019.

Yohsuke Murase, Hang-Hyun Jo, János Török, János Kertész & Kimmo Kaski: Structural transition in social networks: The role of homophilyScientific Reports 9 (1), 4310, 2019.

Alina Sîrbu, Dino Pedreschi, Fosca Giannotti, János Kertész: Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence modelPloS One 14 (3), e0213246, 2019.

Fumiko Ogushi, János Kertész, Kimmo Kaski and Takashi Shimada: Temporal inactivation enhances robustness in an evolving systemRoyal Society Open Science 6 (2), 181471, 2019.

Yohsuke Murase, Hang-Hyun Jo, János Török, János Kertész, Kimmo Kaski: Sampling networks by nodal attributesPhys. Rev. E 99, 052304, 2019.

Samuel Unicomb, Gerardo Iñiguez, János Kertész, Márton Karsai: Reentrant phase transitions in threshold driven contagion on multiplex networks. arXiv:1901.08306, 2019.

Alina Sîrbu, Fosca Giannotti, Dino Pedreschi and János Kertész: Public Opinion and Algorithmic BiasERCIM NEWS, 15-16, 2019.

Federico Battiston, Federico Musciotto, Dashun Wang, Albert-László Barabási, Michael Szell & Roberta Sinatra: Taking census of physicsNature Reviews Physics volume 1, pages 89–97, 2019.

2018

Kunal Bhattacharya, Venla Berg, Asim Ghosh, Daniel Monsivais, János Kertész, Kimmo Kaski and Anna Rotkirch: Network of families in a contemporary population: regional and cultural assortativityEPJ Data Science, 7:9, 2018.

Marcell Stippinger, János Kertész: Universality and scaling laws in the cascading failure model with healingPhys. Rev. E 98, 042303, 2018.

Wonjun Choi, Deokjae Lee, János Kertész, and B. Kahng: Two golden times in two-step contagion models: A nonlinear map approachPhys. Rev. E 98, 012311, 2018.

Hang-Hyun Jo, Yohsuke Murase, János Török, János Kertész, Kimmo Kaski: Stylized facts in social networks: Community-based static modelingPhysica A: Statistical Mechanics and its Applications 500, 23-39, 2018.

Jan E. Snellman, Gerardo Iñiguez, János Kertész, R. A. Barrio, Kimmo K. Kaski: Status maximization as a source of fairness in a networked dictator game, arXiv:1806.05542, 2018.

Balázs Lengyel, Riccardo Di Clemente, János Kertész, Marta C. González: Spatial diffusion and churn of social media, arXiv:1804.01349, 2018.

Alina Sîrbu, Dino Pedreschi, Fosca Giannotti, János Kertész: Algorithmic bias amplifies opinion polarization: A bounded confidence model, arXiv:1803.02111, 2018.

Asim Ghosh, Venla Berg, Kunal Bhattacharya, Daniel Monsivais, János Kertész, Kimmo Kaski, Anna Rotkirch: Migration patterns of parents, children and siblings: Evidence for patrilocality in contemporary FinlandPopulation, Space and Place, e2208, 2018.

János Kertész, Balázs Vedres: Europe’s First PhD Program in Network ScienceNetwork Science in Education, 87-97, 2018.

Gerardo Iñiguez, Zhongyuan Ruan, Kimmo Kaski, János Kertész, Márton Karsai: Service adoption spreading in online social networksComplex Spreading Phenomena in Social Systems, 151-175, 2018.

Aili Asikainen, Gerardo Iñiguez, Kimmo Kaski, Mikko Kivelä: Cumulative effects of triadic closure and homophily in social networks, arXiv:1809.06057, 2018.

José A. Morales, Ewan Colman, Sergio Sánchez, Fernanda Sánchez-Puig, Carlos Pineda, Gerardo Iñiguez, Germinal Cocho, Jorge Flores and Carlos Gershenson: Rank dynamics of word usage at multiple scalesFrontiers in Physics 6 (45), 2018.

Sergio Sánchez, Germinal Cocho, Jorge Flores, Carlos Gershenson, Gerardo Iñiguez and Carlos Pineda: Trajectory stability in the traveling salesman problemComplexity 2826082, 2018.

Samuel Unicomb, Gerardo Iñiguez & Márton Karsai: Threshold driven contagion on weighted networksScientific Reports 8 (1), 3094, 2018.

Balázs Vedres and Orsolya Vásárhelyi: Gendered behavior as a disadvantage in open source software development, arXiv:1810.03005, 2018.

Balázs Vedres, Carl Nordlund: Disembedded Openness: Inequalities in European Economic Integration at the Sectoral LevelStudies in Comparative International Development 53 (2), 169-195, 2018.

J. Kertész, J. Török, Y. Murase, H.-H. Jo, K. Kaski: Multiplex modeling of society, in: Multiplex and Multilevel Networks, Eds: S. Battiston, G. Caldarelli, A. Garas, pp 84-100 (Oxford UP), 2018.

Antonio F. Peralta, Matteo Neri, János Kertész, Gerardo Iñiguez: The effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions. arXiv preprint arXiv:2105.07703