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)
Complex systems are composed of discrete parts that interact in a nonlinear manner. The analysis of such systems is of fundamental importance in the study of the brain, society, the Internet, the World Wide Web and food chains. Recent work has led to the description of the structure of such systems in detail when observed properties that are general to all these systems, including modular…
In this project, we present how data mining techniques can be used to study the relationship between network topologies and complex dynamic processes. This study will be conducted with the simulation of phenomena of synchronization, cascading failures and the spread of epidemics. The structure of the networks will be characterized by methods of data mining, which will classify networks ac…
Mathematical modeling of spreading processes have been largely studied on the literature, and its study presented a huge boom on the past few years. It is fundamental task on the understanding and prediction of real epidemics and rumor spreading over a population and are subject to many structural and dynamical constraints. In this project we intend to analyze such processes on the top of…
| 3 / 3 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 4 / 4 | All Scholarships |
| Associated processes | |
(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)
| Publications | 10 |
| Citations | 86 |
| Cit./Article | 8.6 |
| 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, JUN 1 2016. 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, SEP 2015. 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, SEP 22 2014. 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, AUG 2013. 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, OCT 5 2018. 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, MAY 2020. 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, APR 2018. 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, FEB 2 2017. 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, FEB 1 2011. 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, JUL 25 2019. 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, SEP 2015. 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, OCT 5 2018. 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, APR 2018. 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, MAY 2020. Web of Science Citations: 0. (15/22308-2, 16/23827-6, 18/09125-4, 13/26416-9, 12/51301-8, 12/25219-2)
(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)