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Thiago Christiano Silva

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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

I received the B.E. degree in Computer Engineering (2009) and the Ph.D. degree in Mathematics and Computer Sciences (2012) both within the University of São Paulo. I published the book “Machine Learning in Complex Networks” with Springer. I am a CNPq Productivity Research Fellow since 2015. Since 2011, I work as researcher and head of division of the Financial Stability Team of the Research Department of the Central Bank of Brazil. I have published papers both in the Machine Learning literature – such as in the IEEE Transactions on Neural Networks, Information Sciences, Neural Networks, among others – and in the Finance literature – such as in the Journal of Economic Dynamics and Control, Journal of Economic Behavior and Organization, Emerging Markets Review and others. My research interests include machine learning, complex networks, big data, social and economic network analysis, financial stability, systemic risk, banking, and econometrics. (Source: Lattes Curriculum)

FAPESP support in numbers * Updated September 26, 2020
Total / Available in English
2 / 1 Completed scholarships in Brazil

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Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (3)

(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)

Publications3
Citations25
Cit./Article8.3
Data from Web of Science

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)

SILVA, THIAGO C.; AMANCIO, DIEGO R.. Discriminating word senses with tourist walks in complex networks. European Physical Journal B, v. 86, n. 7, . Web of Science Citations: 2. (10/00927-9, 09/12329-1)

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)

Academic Publications

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

SILVA, Thiago Christiano. Machine learning in complex networks: modeling, analysis, and applications. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (09/12329-1

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