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Guilherme Ferraz de Arruda

CV Lattes GoogleMyCitations ResearcherID ORCID


Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

bachelor's at Engenharia Elétrica from Universidade de São Paulo (2011). Has experience in Computer Science, focusing on Complex Systems, acting on the following subjects: complex systems modeling, complex networks, data clustering and data mining. (Source: Lattes Curriculum)

Scholarships in Brazil
Scholarships abroad
FAPESP support in numbers * Updated April 17, 2021
Total / Available in English
Most frequent collaborators in research granted by FAPESP
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Use this Research Supported by FAPESP (BV/FAPESP) channel only to send messages referring to FAPESP-funded scientific projects.


 

 

 

 

Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (10)

(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)

Publications10
Citations86
Cit./Article8.6
Data from Web of Science

DE ARRUDA, GUILHERME FERRAZ; COZZO, EMANUELE; MORENO, YAMIR; RODRIGUES, FRANCISCO A.. On degree-degree correlations in multilayer networks. PHYSICA D-NONLINEAR PHENOMENA, v. 323, p. 5-11, . Web of Science Citations: 14. (15/07463-1, 12/25219-2, 13/26416-9)

DE ARRUDA, GUILHERME FERRAZ; LEBENSZTAYN, ELCIO; RODRIGUES, FRANCISCO A.; RODRIGUEZ, PABLO MARTIN. A process of rumour scotching on finite populations. ROYAL SOCIETY OPEN SCIENCE, v. 2, n. 9, . Web of Science Citations: 2. (11/50761-2, 12/25219-2, 13/03898-8, 12/22673-4, 13/26416-9)

DE ARRUDA, GUILHERME FERRAZ; BARBIERI, ANDRE LUIZ; RODRIGUEZ, PABLO MARTIN; RODRIGUES, FRANCISCO A.; MORENO, YAMIR; COSTA, LUCIANO DA FONTOURA. Role of centrality for the identification of influential spreaders in complex networks. Physical Review E, v. 90, n. 3, . Web of Science Citations: 36. (13/03898-8, 13/26416-9, 11/50761-2)

DE ARRUDA, GUILHERME F.; DAL'MASO PERON, THOMAS KAUE; DE ANDRADE, MARINHO GOMES; ACHCAR, JORGE ALBERTO; RODRIGUES, FRANCISCO APARECIDO. The Influence of Network Properties on the Synchronization of Kuramoto Oscillators Quantified by a Bayesian Regression Analysis. Journal of Statistical Physics, v. 152, n. 3, p. 519-533, . Web of Science Citations: 2. (10/19440-2)

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, . Web of Science Citations: 17. (12/25219-2, 13/07375-0, 16/25682-5)

CIBA, MANUEL; BESTEL, ROBERT; NICK, CHRISTOPH; DE ARRUDA, GUILHERME FERRAZ; PERON, THOMAS; HENRIQUE, COMIN CESAR; COSTA, LUCIANO DA FONTOURA; RODRIGUES, FRANCISCO APARECIDO; THIELEMANN, CHRISTIANE. Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity. NEURAL COMPUTATION, v. 32, n. 5, p. 887-911, . Web of Science Citations: 0. (15/22308-2, 16/23827-6, 18/09125-4, 13/26416-9, 12/51301-8, 12/25219-2)

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, . Web of Science Citations: 5. (15/03868-7, 15/07463-1, 12/25219-2, 16/25682-5, 16/11648-0)

DE ARRUDA, GUILHERME FERRAZ; COZZO, EMANUELE; PEIXOTO, TIAGO P.; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Disease Localization in Multilayer Networks. PHYSICAL REVIEW X, v. 7, n. 1, . Web of Science Citations: 34. (15/07463-1, 12/25219-2)

BARBIERI, ANDRE L.; DE ARRUDA, G. F.; RODRIGUES, FRANCISCO A.; BRUNO, ODEMIR M.; COSTA, LUCIANO DA FONTOURA. An entropy-based approach to automatic image segmentation of satellite images. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 390, n. 3, p. 512-518, . Web of Science Citations: 27. (05/00587-5)

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, . Web of Science Citations: 0. (16/25682-5, 13/07375-0, 12/25219-2, 15/07463-1)

DE ARRUDA, GUILHERME FERRAZ; LEBENSZTAYN, ELCIO; RODRIGUES, FRANCISCO A.; RODRIGUEZ, PABLO MARTIN. A process of rumour scotching on finite populations. ROYAL SOCIETY OPEN SCIENCE, v. 2, n. 9, . Web of Science Citations: 2. (12/22673-4, 12/25219-2, 11/50761-2, 13/03898-8, 13/26416-9)

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, . Web of Science Citations: 17. (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, . Web of Science Citations: 5. (16/11648-0, 12/25219-2, 16/25682-5, 15/03868-7, 15/07463-1)

CIBA, MANUEL; BESTEL, ROBERT; NICK, CHRISTOPH; DE ARRUDA, GUILHERME FERRAZ; PERON, THOMAS; HENRIQUE, COMIN CESAR; COSTA, LUCIANO DA FONTOURA; RODRIGUES, FRANCISCO APARECIDO; THIELEMANN, CHRISTIANE. Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity. NEURAL COMPUTATION, v. 32, n. 5, p. 887-911, . Web of Science Citations: 0. (15/22308-2, 16/23827-6, 18/09125-4, 13/26416-9, 12/51301-8, 12/25219-2)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

ARRUDA, Guilherme Ferraz de. Mineração de dados em redes complexas: estrutura e dinâmica. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (12/01521-1

ARRUDA, Guilherme Ferraz de. Modelagem de processos de propagação em redes complexas. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (12/25219-2

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