T
Thiago Christiano Silva
Researcher at Universidade Católica de Brasília
Publications - 102
Citations - 1487
Thiago Christiano Silva is an academic researcher from Universidade Católica de Brasília. The author has contributed to research in topics: Systemic risk & Competitive learning. The author has an hindex of 20, co-authored 101 publications receiving 1177 citations. Previous affiliations of Thiago Christiano Silva include University of São Paulo & Central Bank of Brazil.
Papers
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Journal ArticleDOI
The missing links: A global study on uncovering financial network structures from partial data ☆
Kartik Anand,Iman van Lelyveld,Ádám Banai,Soeren Friedrich,Rodney Garratt,Grzegorz Hałaj,Jose Fique,Ib Hansen,Serafin Martinez Jaramillo,Hwayun Lee,José Luis Molina-Borboa,Stefano Nobili,Sriram Rajan,Dilyara Salakhova,Thiago Christiano Silva,Laura Silvestri,Sergio Rubens Stancato de Souza +16 more
TL;DR: This paper conducts a horse race of network reconstruction methods using network data obtained from 25 different markets spanning 13 jurisdictions and ranks the methods in terms of their ability to reconstruct the structures of links and exposures in networks.
BookDOI
Machine Learning in Complex Networks
TL;DR: A hybrid supervised classification technique that combines both low and high orders of learning is presented, which shows that the high level technique can realize classification according to the semantic meaning of the data.
Journal ArticleDOI
Network-Based High Level Data Classification
TL;DR: This paper proposes a hybrid classification technique that combines both types of learning and shows that the proposed technique not only can realize classification according to the pattern formation, but also is able to improve the performance of traditional classification techniques.
Journal ArticleDOI
A comparison of DEA and SFA using micro- and macro-level perspectives: Efficiency of Chinese local banks
Thiago Christiano Silva,Thiago Christiano Silva,Thiago Christiano Silva,Benjamin Miranda Tabak,Daniel O. Cajueiro,Marina V. B. Dias +5 more
TL;DR: This article investigated the reliability of a single frontier model based on the application of data envelopment analysis and stochastic frontier approach to a sample of Chinese local banks and found that these models provide steady information on the efficiency of the banking system as a whole, but they become divergent at the individual level.
Journal ArticleDOI
Network structure analysis of the Brazilian interbank market
Thiago Christiano Silva,Thiago Christiano Silva,Sergio Rubens Stancato de Souza,Benjamin Miranda Tabak +3 more
TL;DR: In this article, a detailed analysis of the roles financial institutions play within the Brazilian interbank market using a network-based approach is provided, and a novel methodology is presented to assess how compliant networks are to being perfect core-periphery structures.