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Diego Raphael Amancio

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

graduate at Engenharia de Computação from Universidade de São Paulo (2009). , acting on the following subjects: redes complexas, tradução automática, pln, network measurements and machine translation. (Source: Lattes Curriculum)

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Scholarships abroad
FAPESP support in numbers * Updated October 17, 2020
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Videos related to Research Grants and Scholarships

Analysis of the Voynich manuscript

Published in May 05, 2014 - Pesquisa FAPESP. Brazilian physicists used their own text analysis technique to study the Voynich manuscript, a mysterious book supposedly written in early 15th century in an unknown alphabet. The expectation is to help deciphering this text, one of the most enigmatic known. Through advanced statistical tools, physicist Diego Amâncio, from the University of São Paulo at São Carlos, seeks to discover if the manuscript is a coherent text or just a random jumble of meaningless symbols, as some researchers defend. “I analyse the text without knowing the words, I am interested in the organization of the text”, he says.
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (45)

(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)

Publications44
Citations483
Cit./Article11.0
Data from Web of Science

PERON, T. K. D.; COMIN, C. H.; AMANCIO, D. R.; COSTA, L. DA F.; RODRIGUES, F. A.; KURTHS, J.. Correlations between climate network and relief data. Nonlinear Processes in Geophysics, v. 21, n. 6, p. 1127-1132, . Web of Science Citations: 7. (13/06717-4, 11/22639-8, 12/22160-7, 10/19440-2)

DE ARRUDA, HENRIQUE F.; MARINHO, VANESSA Q.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Paragraph-based representation of texts: A complex networks approach. INFORMATION PROCESSING & MANAGEMENT, v. 56, n. 3, p. 479-494, . Web of Science Citations: 1. (15/05676-8, 15/22308-2, 17/13464-6, 16/19069-9, 11/50761-2)

DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. Connecting network science and information theory. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 515, p. 641-648, . Web of Science Citations: 0. (15/18942-8, 16/19069-9, 14/20830-0, 15/08003-4, 11/50761-2)

COMIN, CESAR H.; PERON, THOMAS; SILVA, FILIPI N.; AMANCIO, DIEGO R.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.. Complex systems: Features, similarity and connectivity. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, v. 861, p. 1-41, . Web of Science Citations: 0. (15/22308-2, 15/08003-4, 16/23827-6, 18/09125-4, 16/19069-9, 14/20830-0, 13/26416-9)

SILVA, THIAGO C.; AMANCIO, DIEGO R.. Word sense disambiguation via high order of learning in complex networks. EPL, v. 98, n. 5, . Web of Science Citations: 21. (10/00927-9, 09/12329-1)

MEDEIROS BRITO, ANA CAROLINE; SILVA, FILIPI NASCIMENTO; AMANCIO, DIEGO RAPHAEL. A complex network approach to political analysis: Application to the Brazilian Chamber of Deputies. PLoS One, v. 15, n. 3, . Web of Science Citations: 0. (16/19069-9)

CORREA JR, EDILSON A.; MARINHO, VANESSA Q.; AMANCIO, DIEGO R.. Semantic flow in language networks discriminates texts by genre and publication date. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 557, . Web of Science Citations: 0. (15/05676-8, 16/19069-9)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. On the use of topological features and hierarchical characterization for disambiguating names in collaborative networks. EPL, v. 99, n. 4, . Web of Science Citations: 21. (10/00927-9)

AMANCIO, DIEGO R.; ALUISIO, SANDRA M.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. Complex networks analysis of language complexity. EPL, v. 100, n. 5, . Web of Science Citations: 20. (11/50761-2, 10/00927-9)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. Unveiling the relationship between complex networks metrics and word senses. EPL, v. 98, n. 1, . Web of Science Citations: 23. (10/00927-9)

AMANCIO, DIEGO RAPHAEL; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA FONTOURA. Identification of literary movements using complex networks to represent texts. NEW JOURNAL OF PHYSICS, v. 14, . Web of Science Citations: 22. (11/50761-2, 10/00927-9)

DE ARRUDA, HENRIQUE F.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Topic segmentation via community detection in complex networks. Chaos, v. 26, n. 6, . Web of Science Citations: 5. (14/20830-0, 11/50761-2)

AMANCIO, DIEGO R.. Probing the Topological Properties of Complex Networks Modeling Short Written Texts. PLoS One, v. 10, n. 2, . Web of Science Citations: 22. (14/20830-0)

AMANCIO, DIEGO RAPHAEL; COMIN, CESAR HENRIQUE; CASANOVA, DALCIMAR; TRAVIESO, GONZALO; BRUNO, ODEMIR MARTINEZ; RODRIGUES, FRANCISCO APARECIDO; COSTA, LUCIANO DA FONTOURA. A Systematic Comparison of Supervised Classifiers. PLoS One, v. 9, n. 4, . Web of Science Citations: 67. (11/50761-2, 13/14984-2, 13/06717-4, 14/04930-5, 11/22639-8, 10/00927-9, 10/19440-2)

DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Knowledge acquisition: A Complex networks approach. INFORMATION SCIENCES, v. 421, p. 154-166, . Web of Science Citations: 13. (11/50761-2, 14/20830-0, 16/19069-9, 15/08003-4)

CORREA, JR., EDILSON A.; SILVA, FILIPI N.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Patterns of authors contribution in scientific manuscripts. Journal of Informetrics, v. 11, n. 2, p. 498-510, . Web of Science Citations: 8. (16/19069-9, 14/20830-0, 15/08003-4, 11/50761-2)

AMANCIO, DIEGO RAPHAEL. Comparing the topological properties of real and artificially generated scientific manuscripts. SCIENTOMETRICS, v. 105, n. 3, p. 1763-1779, . Web of Science Citations: 17. (14/20830-0)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, L. DA F.. Robustness of community structure to node removal. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, . Web of Science Citations: 4. (13/06717-4, 14/20830-0, 11/50761-2)

MACHICAO, JEANETH; CORREA, JR., EDILSON A.; MIRANDA, GISELE H. B.; AMANCIO, DIEGO R.; BRUNO, ODEMIR M.. Authorship attribution based on Life-Like Network Automata. PLoS One, v. 13, n. 3, . Web of Science Citations: 0. (17/13464-6, 14/20830-0, 15/05899-7, 16/19069-9, 14/08026-1)

AKIMUSHKIN, CAMILO; AMANCIO, DIEGO RAPHAEL; OLIVEIRA, JR., OSVALDO NOVAIS. Text Authorship Identified Using the Dynamics of Word Co-Occurrence Networks. PLoS One, v. 12, n. 1, . Web of Science Citations: 16. (14/20830-0, 16/19069-9)

AMANCIO, DIEGO RAPHAEL. Network analysis of named entity co-occurrences in written texts. EPL, v. 114, n. 5, . Web of Science Citations: 2. (14/20830-0)

DA SILVA, EDUARDO BORGES; SILVA, THIAGO CHRISTIANO; CONSTANTINO, MICHEL; AMANCIO, DIEGO RAPHAEL; TABAK, BENJAMIN MIRANDA. Overconfidence and the 2D:4D ratio. JOURNAL OF BEHAVIORAL AND EXPERIMENTAL FINANCE, v. 25, . Web of Science Citations: 0. (16/19069-9)

PERON, T. K. D.; COMIN, C. H.; AMANCIO, D. R.; COSTA, L. DA F.; RODRIGUES, F. A.; KURTHS, J.. Correlations between climate network and relief data. Nonlinear Processes in Geophysics, v. 21, n. 6, p. 1127-1132, . Web of Science Citations: 7. (13/06717-4, 11/22639-8, 12/22160-7, 10/19440-2)

DE ARRUDA, HENRIQUE F.; MARINHO, VANESSA Q.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Paragraph-based representation of texts: A complex networks approach. INFORMATION PROCESSING & MANAGEMENT, v. 56, n. 3, p. 479-494, . Web of Science Citations: 1. (15/05676-8, 15/22308-2, 17/13464-6, 16/19069-9, 11/50761-2)

DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. Connecting network science and information theory. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 515, p. 641-648, . Web of Science Citations: 0. (15/18942-8, 16/19069-9, 14/20830-0, 15/08003-4, 11/50761-2)

COMIN, CESAR H.; PERON, THOMAS; SILVA, FILIPI N.; AMANCIO, DIEGO R.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.. Complex systems: Features, similarity and connectivity. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, v. 861, p. 1-41, . Web of Science Citations: 0. (15/22308-2, 15/08003-4, 16/23827-6, 18/09125-4, 16/19069-9, 14/20830-0, 13/26416-9)

SILVA, THIAGO C.; AMANCIO, DIEGO R.. Word sense disambiguation via high order of learning in complex networks. EPL, v. 98, n. 5, . Web of Science Citations: 21. (10/00927-9, 09/12329-1)

MEDEIROS BRITO, ANA CAROLINE; SILVA, FILIPI NASCIMENTO; AMANCIO, DIEGO RAPHAEL. A complex network approach to political analysis: Application to the Brazilian Chamber of Deputies. PLoS One, v. 15, n. 3, . Web of Science Citations: 0. (16/19069-9)

CORREA JR, EDILSON A.; MARINHO, VANESSA Q.; AMANCIO, DIEGO R.. Semantic flow in language networks discriminates texts by genre and publication date. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 557, . Web of Science Citations: 0. (15/05676-8, 16/19069-9)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. On the use of topological features and hierarchical characterization for disambiguating names in collaborative networks. EPL, v. 99, n. 4, . Web of Science Citations: 21. (10/00927-9)

LIMA, THALES S.; DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. The dynamics of knowledge acquisition via self-learning in complex networks. Chaos, v. 28, n. 8, . Web of Science Citations: 2. (15/22308-2, 11/50761-2, 17/09280-7, 15/18942-8, 17/13464-6, 16/19069-9, 15/08003-4)

DE ARRUDA, HENRIQUE F.; MARINHO, VANESSA Q.; LIMA, THALES S.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. An image analysis approach to text analytics based on complex networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 510, p. 110-120, . Web of Science Citations: 2. (15/05676-8, 15/22308-2, 16/19069-9, 11/50761-2)

CORREA, JR., EDILSON A.; LOPES, ALNEU A.; AMANCIO, DIEGO R.. Word sense disambiguation: A complex network approach. INFORMATION SCIENCES, v. 442, p. 103-113, . Web of Science Citations: 6. (11/22749-8, 17/13464-6, 14/20830-0, 16/19069-9, 15/14228-9)

AMANCIO, DIEGO RAPHAEL. A Complex Network Approach to Stylometry. PLoS One, v. 10, n. 8, . Web of Science Citations: 33. (14/20830-0)

DE ARRUDA, HENRIQUE F.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Using complex networks for text classification: Discriminating informative and imaginative documents. EPL, v. 113, n. 2, . Web of Science Citations: 6. (12/50986-7, 14/20830-0, 11/50761-2)

AKIMUSHKIN, CAMILO; AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.. On the role of words in the network structure of texts: Application to authorship attribution. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 495, p. 49-58, . Web of Science Citations: 1. (13/14262-7, 14/20830-0, 16/19069-9)

TOHALINO, JORGE V.; AMANCIO, DIEGO R.. Extractive multi-document summarization using multilayer networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 503, p. 526-539, . Web of Science Citations: 3. (17/13464-6, 16/19069-9)

SILVA, FILIPI N.; AMANCIO, DIEGO R.; BARDOSOVA, MARIA; COSTA, LUCIANO DA F.; OLIVEIRA, JR., OSVALDO N.. Using network science and text analytics to produce surveys in a scientific topic. Journal of Informetrics, v. 10, n. 2, p. 487-502, . Web of Science Citations: 25. (14/20830-0, 11/50761-2, 15/08003-4)

AMANCIO, DIEGO R.. Authorship recognition via fluctuation analysis of network topology and word intermittency. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, . Web of Science Citations: 27. (14/20830-0)

DA SILVA, EDUARDO BORGES; SILVA, THIAGO CHRISTIANO; CONSTANTINO, MICHEL; AMANCIO, DIEGO RAPHAEL; TABAK, BENJAMIN MIRANDA. Overconfidence and the 2D:4D ratio. JOURNAL OF BEHAVIORAL AND EXPERIMENTAL FINANCE, v. 25, . Web of Science Citations: 0. (16/19069-9)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. Topological-collaborative approach for disambiguating authors' names in collaborative networks. SCIENTOMETRICS, v. 102, n. 1, p. 465-485, . Web of Science Citations: 6. (13/06717-4, 11/50761-2, 10/00927-9)

SILVA, THIAGO CHRISTIANO; AMANCIO, DIEGO RAPHAEL. Network-based stochastic competitive learning approach to disambiguation in collaborative networks. Chaos, v. 23, n. 1, . Web of Science Citations: 2. (10/00927-9, 09/12329-1)

AMANCIO, DIEGO R.; SILVA, FILIPI N.; COSTA, LUCIANO DA F.. Concentric network symmetry grasps authors' styles in word adjacency networks. EPL, v. 110, n. 6, . Web of Science Citations: 8. (14/20830-0, 11/50761-2)

AMANCIO, DIEGO RAPHAEL. Network analysis of named entity co-occurrences in written texts. EPL, v. 114, n. 5, . Web of Science Citations: 2. (14/20830-0)

DA SILVA, EDUARDO BORGES; SILVA, THIAGO CHRISTIANO; CONSTANTINO, MICHEL; AMANCIO, DIEGO RAPHAEL; TABAK, BENJAMIN MIRANDA. Overconfidence and the 2D:4D ratio. JOURNAL OF BEHAVIORAL AND EXPERIMENTAL FINANCE, v. 25, . Web of Science Citations: 0. (16/19069-9)

Academic Publications

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

AMANCIO, Diego Raphael. Classificação de textos com redes complexas. Tese (Doutorado) -  Instituto de Física de São Carlos.  Universidade de São Paulo (USP).  São Carlos.  (10/00927-9

MARINHO, Vanessa Queiroz. Desenvolvimento de novos modelos para reconhecimento de autoria com a utilização de redes complexas. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (15/05676-8

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