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Information spreading in complex networks


Epidemic spreading can follow different routes, which can be mapped as layers in social networks. A great challenge in computational epidemics todays is to determine how the structure of the network influences the propagation. In this project, we aim at applying statistical inference methods for quantification of which network properties most influence the propagation of disease and rumors. In addition, we will model the social organization as made up by several layers. Finally, we will study how awareness influences the propagation of an infectious agent. These studies will contribute for developing new methods for epidemic forecasting and control. (AU)

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Scientific publications (15)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
ALVES, LUIZ G. A.; RIBEIRO, V, HAROLDO; RODRIGUES, FRANCISCO A.. Crime prediction through urban metrics and statistical learning. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 505, p. 435-443, . (13/07375-0, 16/16987-7, 16/25682-5)
VENTURA DA SILVA, PAULO CESAR; VELASQUEZ-ROJAS, FATIMA; CONNAUGHTON, COLM; VAZQUEZ, FEDERICO; MORENO, YAMIR; RODRIGUES, FRANCISCO A.. Epidemic spreading with awareness and different timescales in multiplex networks. Physical Review E, v. 100, n. 3, . (16/24555-0, 16/25682-5, 13/07375-0, 17/50144-0, 15/50122-0)
PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; MENDEZ-BERMUDEZ, J. A.. Spacing ratio characterization of the spectra of directed random networks. Physical Review E, v. 102, n. 6, . (13/07375-0, 16/23827-6, 15/22308-2, 19/06931-2, 16/25682-5)
DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Fundamentals of spreading processes in single and multilayer complex networks. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, v. 756, p. 1-59, . (13/07375-0, 12/25219-2, 16/25682-5)
DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO APARECIDO; RODRIGUEZ, PABLO MARTIN; COZZO, EMANUELE; MORENO, YAMIR. A general Markov chain approach for disease and rumour spreading in complex networks. JOURNAL OF COMPLEX NETWORKS, v. 6, n. 2, p. 215-242, . (15/07463-1, 12/25219-2, 16/11648-0, 15/03868-7, 16/25682-5)
MELLO, MARCO A. R.; FELIX, GABRIEL M.; PINHEIRO, RAFAEL B. P.; MUYLAERT, RENATA L.; GEISELMAN, CULLEN; SANTANA, SHARLENE E.; TSCHAPKA, MARCO; LOTFI, NASTARAN; RODRIGUES, FRANCISCO A.; STEVENS, RICHARD D.. Insights into the assembly rules of a continent-wide multilayer network. NATURE ECOLOGY & EVOLUTION, v. 3, n. 11, p. 1525-1532, . (15/17739-4, 17/50144-0, 18/20695-7, 16/25682-5)
PERON, THOMAS K. D. M.; JI, PENG; KURTHS, JUERGEN; RODRIGUES, FRANCISCO A.. Spectra of random networks in the weak clustering regime. EPL, v. 121, n. 6, . (13/07375-0, 16/23827-6, 16/25682-5)
ALVES, LUIZ G. A.; MANGIONI, GIUSEPPE; CINGOLANI, ISABELLA; RODRIGUES, FRANCISCO APARECIDO; PANZARASA, PIETRO; MORENO, YAMIR. The nested structural organization of the worldwide trade multi-layer network. SCIENTIFIC REPORTS, v. 9, . (13/07375-0, 16/16987-7, 16/25682-5)
COZZO, EMANUELE; DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Layer degradation triggers an abrupt structural transition in multiplex networks. Physical Review E, v. 100, n. 1, . (16/25682-5, 13/07375-0, 12/25219-2, 15/07463-1)
ALVES, LUIZ G. A.; ALETA, ALBERTO; RODRIGUES, FRANCISCO A.; MORENO, YAMIR; AMARAL, LUIS A. NUNES. Centrality anomalies in complex networks as a result of model over-simplification. NEW JOURNAL OF PHYSICS, v. 22, n. 1, . (16/25682-5, 13/07375-0)
GOMES, PAULO F.; REIA, SANDRO M.; RODRIGUES, FRANCISCO A.; FONTANARI, JOSE F.. Mobility helps problem-solving systems to avoid groupthink. Physical Review E, v. 99, n. 3, . (17/23288-0, 13/07375-0, 15/17277-0, 16/25682-5)
ALVES, LUIZ G. A.; MANGIONI, GIUSEPPE; RODRIGUES, FRANCISCO A.; PANZARASA, PIETRO; MORENO, YAMIR. Unfolding the Complexity of the Global Value Chain: Strength and Entropy in the Single-Layer, Multiplex, and Multi-Layer International Trade Networks. Entropy, v. 20, n. 12, . (13/07375-0, 16/16987-7, 16/25682-5)
PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; MATA, ANGELICA S.; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Onset of synchronization of Kuramoto oscillators in scale-free networks. Physical Review E, v. 100, n. 4, . (16/25682-5, 13/07375-0, 16/23827-6, 18/15589-3)
PERON, THOMAS; EROGLU, DENIZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Collective dynamics of random Janus oscillator networks. PHYSICAL REVIEW RESEARCH, v. 2, n. 1, . (16/25682-5, 16/23827-6, 18/15589-3, 13/07375-0)
SILVA, DIOGO H.; RODRIGUES, FRANCISCO A.; FERREIRA, SILVIO C.. High prevalence regimes in the pair-quenched mean-field theory for the susceptible-infected-susceptible model on networks. Physical Review E, v. 102, n. 1, . (16/25682-5, 13/07375-0)

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